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Group photo of the research team: From the left: Dr Jiarui Zhao, Mr Menghan Song and Professor Zi Yang Meng.

HKU Physicists Uncover Hidden Order in the Quantum World Through Deconfined Quantum Critical Points

In the intricate world of quantum physics, where particles interact in ways that seem to defy the standard rules of space and time, lies a profound mystery that continues to captivate scientists: the nature of deconfined quantum critical points (DQCPs). These elusive critical phenomena break away from the conventional framework of physics, offering a fascinating glimpse into a realm where quantum matter behaves in ways that challenge our classical understanding of the fundamental forces shaping the universe. A recent study, led by Professor Zi Yang MENG and co-authored by his PhD student Menghan SONG of HKU Department of Physics, in collaboration with researchers from the Chinese University of Hong Kong, Yale University, University of California, Santa Barbara, Ruhr-University Bochum and TU Dresden, has unravelled some of the secrets concealed within the entangled web of quantum systems. Their findings, recently published in the prestigious journal Science Advances, push the boundaries of modern physics and offer a fresh perspective on how quantum matter operates at these enigmatic junctures. The study not only deepens our understanding of quantum mechanics but also paves the way for future discoveries that could revolutionise technology, materials science, and even our understanding of the cosmos. What are Deconfined Quantum Critical Points? In everyday life, we are familiar with phase transitions, such as water freezing into ice or boiling into steam. These transitions are well-understood and explained by thermodynamics. However, in the realm of quantum physics, phase transitions can occur at absolute zero temperature (-273.15 °C), driven not by thermal energy but by quantum fluctuations — tiny, unpredictable movements of particles at the smallest scales. These are known as quantum critical points. Traditional quantum critical points act as boundaries between two distinct states: a symmetry-broken phase (ordered phase), where particles are neatly arranged, and a disordered phase, where particles are jumbled and chaotic. This kind of transition is well-described by the Landau theory, a framework that has been the foundation of our understanding of phase transitions for decades. But deconfined quantum critical points (DQCPs) break this mould. Instead of a sharp boundary separating an ordered phase from a disordered phase, DQCPs lie between two different ordered phases, each with its own unique symmetry-breaking pattern, meaning the way particles are arranged or interact in one phase is fundamentally different from the other. This is unusual because, traditionally, phase transitions involve moving from an ordered state to a disorder one, not from one type of order to another. This distinction makes DQCPs fundamentally different and highly intriguing. Scientists have debated for decades whether DQCPs represent continuous phase transitions (which are smooth and gradual) or first-order transitions (which are sudden and abrupt). Understanding DQCPs could provide new insights into how particles interact and how exotic states of matter emerge. The Key to the Mystery: Entanglement Entropy At the heart of this new study lies the concept of entanglement entropy, a measure of how particles in quantum systems are interrelated. It provides a way to quantify the amount of information shared between different parts of a system. Entanglement entropy offers a glimpse into the hidden structure of quantum systems, serving as a fundamental tool for probing quantum matter and understanding the nature of complex interactions that emerge at critical points. Using advanced quantum Monte Carlo simulations (a computational method for modelling quantum systems) and rigorous theoretical analysis, researchers examine the behaviour of entanglement entropy in square-lattice SU(N) spin models — a theoretical framework designed to capture the essence of DQCPs. Their meticulous computations revealed something extraordinary: at small value N (a parameter that determines the symmetry of the system), the behaviour of entanglement entropy deviated from expectations for smooth, continuous phase transitions. Instead, they found that DQCPs exhibit anomalous logarithmic behaviors, defyingthe theoretical constraints typically associated with continuous phase transitions. The Breakthrough: A Critical Threshold and Conformal Fixed Points One of the most striking revelations of the study was the identification of a critical threshold value of N. When N exceeds this threshold, DQCPs exhibit behaviours consistent with conformal fixed points — a mathematical framework that describes smooth, continuous phase transitions. This discovery is significant because it suggests that, under certain conditions, DQCPs can resemble continuous phase transitions. At these critical points, the system aligns with conformal fixed points, revealing a hidden structure in the quantum world where the boundaries between distinct phases dissolve, and matter exists in a state of extraordinary fluidity, defying the usual rules of physics. Why This Matters The implications of these findings are profound. DQCPs provide a unique testing ground for exploring the interplay of quantum mechanics, symmetry, and critical phenomena. Understanding their nature could unlock new insights into: Exotic States of Matter: DQCPs are believed to be connected to the emergence of exotic phases, such as quantum spin liquids, which have potential applications in quantum computing and other advanced technologies. Fundamental Physics: By challenging the traditional Landau paradigm, DQCPs force us to rethink the principles that govern phase transitions, potentially leading to new theoretical frameworks. Technological Innovation: Insights gained from studying DQCPs could inform the design of novel materials with unique quantum properties, such as high-temperature superconductors or quantum magnets. Conclusion The enigmatic world of deconfined quantum critical points stands at the frontier of modern physics, offering a glimpse into the uncharted territory of quantum mechanics. Through their meticulous investigation of entanglement entropy and SU(N) spin models, researchers have made significant strides in unravelling the mysteries of these critical phenomena. This study was conducted in collaboration with Dr Jiarui ZHAO from the Chinese University of Hong Kong, Professor Meng CHENG from Yale University, Professor Cenke XU from the University of California, Santa Barbara, Professor Michael M. SCHERER from Ruhr-University Bochum, and Professor Lukas JANSSEN from TU Dresden. For those eager to explore this fascinating research further, the full details can be found in the journal Science Advances under the title ‘Evolution of entanglement entropy at SU(N) deconfined quantum critical points’ at the link: https://www.science.org/doi/10.1126/sciadv.adr0634. Figure 1. (A) Lattice model for realising the deconfined quantum phase transition. (B) The phase diagram for the square lattice SU(N) model. Dots represent the quantum phase transition points. Red points are those not compatible with a continuous phase transition and blue points are those consistent with conformal field theories, i.e., candidates for genuine DQCP. Figure 2. The scaling of entanglement entropy (EE) at SU(N) DQCPs. At N<Nc≈8, scaling of EE obtains a finite sub-leading log-correction, reflecting as the positive slope for red lines in panel (B), while for N>Nc, the anomalous log-correction disappears and therefore the DQCPs are possibly continuous. Figure 3. The sub-leading log-coefficient from four π/2 corners at large-N and the red line indicating the corresponding Gaussian value. The inset shows 4s(π/2)/N as a function of 1/N, together with a linear fit which agrees with the Gaussian value (solid line) for N→∞.

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Broad-nosed weevil beetle at Danum Valley Conservation Area, Borneo. (Photo courtesy: Marco Chan)

HKU Ecologists Lead International Effort to Understand Declining Insect Biodiversity in the Tropics

Professor Louise ASHTON Dr Michael BOYLE A team of ecologists from The University of Hong Kong (HKU) are leading an international initiative to investigate the decline of insect populations in the world’s tropical forests. Insects, the most abundant and diverse group of animals on Earth, are experiencing alarming declines, prompting this research effort. The team’s work has earned them an invitation to lead a review on the topic for Nature Reviews Biodiversity, a new journal from the high-impact Nature Portfolio, showcasing HKU’s status as a global centre of excellence for tropical ecology and conservation.   The research was led by Dr Michael BOYLE and Professor Louise ASHTON from the HKU School of Biological Sciences, with contributions from Dr Adam SHARP, Dr Martha LEDGER, Dr Michel DONGMO and Professor Timothy BONEBRAKE from the same school. This collaborative effort spans continents, involving scientists from South America, Asia, Africa, Australia and Europe. It exemplifies how innovative insights into some of the most pressing current issues can arise from global scientific partnerships.   Understanding the Status of Tropical Insects in a Changing World Insects play a crucial role in the functioning of ecosystems, but alarmingly they may be facing declines globally. While most of our knowledge comes from studies conducted in Europe, most insect species inhabit in tropical rainforests, where our understanding remains surprisingly limited. In tropical regions, insects face numerous threats including urbanisation, habitat loss and fragmentation, and pollution from agriculture and urban areas. The team notes that insects on tropical islands are particularly vulnerable to invasive species, with many unique species already extinct due to this threat. More broadly, climate change poses a huge threat to insect populations across the tropics, not just through rising temperatures but through disruptions to crucial weather cycles such as El Niño and La Niña.   The scientists explain how declining insect biodiversity may have knock-on consequences for ecosystem processes such as carbon cycling, which could impact the Earth globally. Changes in the ecosystem balance could also lead to increased outbreaks of pests and insect-vectored diseases such as dengue and malaria in humans, as well as similar diseases in livestock, affecting global health and reducing food security. The team emphasises that large gaps remain in our understanding due to insufficient data from tropical forests. However, recent advances in artificial intelligence and genetic methods are beginning to address these challenges.    ‘Despite the relative lack of data in the tropics, the review highlights many reasons for concern regarding the status of tropical insects,’ said Professor Timothy Bonebrake, one of the key authors of the review. ‘We need more research, and our review points to directions to this end – but we also need to conserve habitats now and implement other conservation interventions to maintain tropical biodiversity.’   Laying the Foundations for Future Research Over the past three years, the team has conducted extensive field research across tropical Australia and Asia, revisiting forests where insect studies were previously undertaken. The ongoing research in Lamington National Park, Australia and Danum Valley Conservation Area, Borneo, involves collecting ants, moths, beetles and butterflies using specialised traps to assess how climate change has re-wired these populations over the last two decades. Similar studies are being carried out in Yunnan, China and Daintree, Australia, including the use of tower cranes to collect insects from the rainforest canopy.   The team’s diligent work lays the groundwork for future research at HKU. They plan to study the ecological roles and functions of insect species to understand how changing populations will impact tropical forest ecosystems. They suspect that the important processes provided by beneficial insects, including regulating forest growth through herbivory and nutrient cycling, are dwindling over time. Such analyses have never before been undertaken using such large volumes of data from so many tropical forest locations and over such long-time spans.    ‘Most studies of insect declines are from modified landscapes in Europe and North America,’ said Professor Louise Ashton, corresponding author of the review.’ However, most insect biodiversity is in the tropics. Due to a lack of long-term monitoring data, we do not fully understand how insect diversity changes over time. This review and our related projects highlight this issue and bring together new long-term insect data to help understand potential tropical insect declines and their consequences for ecological functioning.’   Click here to view the full paper.   Praying mantis (Deroplatys sp.) at Danum Valley Conservation Area, Borneo. (Photo courtesy: Marco Chan) Professor Louise Ashton (front) working in the field of Maliau Basin Conservation Area, Borneo, with Bartosz Majcher.  (Photo courtesy: Louise Ashton) Dr Michael Boyle collecting leaf litter insects at Danum Valley Conservation Area, Borneo.   (Photo courtesy: Louise Ashton)  

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Revolutionising Drug Discovery through AI

Dr Serena YANG Co-founder and CEO AILSI (AI and Life Sciences Institute (HK)) PhD alumna (Chemistry)   Artificial Intelligence (AI) is transforming drug discovery, revolutionising how we identify disease-causing genes and proteins, and accelerating drug design at an unprecedented pace. Dr Serena YANG, an alumna of HKU Chemistry, stands at the forefront of AI-driven drug discovery as the co-founder of AILSI (AI and Life Sciences Institute (HK)). Harnessing the power of AI, her company identifies novel drug targets and accelerates the design of new treatments, significantly reducing the time and cost associated with traditional methods. A recent milestone project involved using AI-driven multi-omics analysis to identify a previously undiscovered protein implicated in liver cancer and designing a drug targeting this protein. ‘This project showcases how AI can uncover new biological insights and accelerate drug discovery,’ Dr Yang shares.   Believe in the power of belief. While technical skills (the machine) are essential, what truly drives progress is belief (the oil)—belief in your vision, work, and ability to make a difference.   From Academia to Industry Talking about the birth of AILSI, Dr Yang recalls ‘My goal has always been to help patients who have no effective therapeutic options and to make drugs more affordable for everyone.’ Driven by her vision to revolutionise the pharmaceutical industry, Dr Yang embarked on a journey from academia to entrepreneurship. This journey culminated in the founding of AILSI, which made drug discovery more efficient and cost-effective. Transitioning from academia—where she built a deep learning model for predicting small molecule properties—to founding AILSI was not without its challenges.  ‘Overcoming skepticism from industry stakeholders required continuous communication and demonstrating real-world results,’ she notes. Her persistence and innovative approach paid off, bridging the gap between AI and the pharmaceutical industry. A Vision for AI in Precision Medicine ‘AI-driven drug discovery is set to revolutionise global healthcare by making drug development faster, more cost-effective, and personalised,’ Dr Yang asserts. ‘Our work is about more than just creating new drugs; it's about creating a new paradigm in healthcare.’ Looking ahead, Dr Yang envisions a future where AI is integral to every stage of drug development, unlocking new levels of efficiency and innovation. At AILSI, the commitment to democratising healthcare extends beyond drug discovery to developing AI-powered diagnostic tools. ‘My goal is to bring an AI-designed drug to market and have an AI-powered diagnostic tool approved for clinical use,’ she reveals. Her ambition is to build a strong AI-driven ecosystem that transforms how we develop medicines and diagnose diseases. Advice for Aspiring Innovators  The relentless pace of innovation at AILSI is matched by a commitment to ethical considerations and patient-centric approaches. ‘As we push the boundaries of AI in healthcare, we must remain vigilant about the ethical implications and ensure that our advancements benefit all patients equitably,’ Dr Yang notes. Her leadership is a beacon for aspiring scientists and entrepreneurs who seek to navigate the complex landscape of modern healthcare. For those on the cusp of their journeys in science and technology, Dr Yang’s advice resonates deeply: ‘Stay curious, remain persistent, and always be open to learning. The challenges you face today will be the stepping stones to your breakthroughs tomorrow. If you are passionate and persistent, no matter how challenging the journey, you will eventually achieve your goal,’ Dr Yang remarks.  ‘In AI-driven drug discovery, this belief is crucial. The field is full of uncertainties. Only with relentless innovation and the courage to challenge the status quo, can we transform how medicine is discovered and bring hope to patients who need it most.’ As we stand on the brink of a new era in medicine, Dr Serena Yang’s story is a powerful reminder that through unwavering dedication and innovative thinking, we can indeed change the world. With the right blend of passion, persistence, and cutting-edge innovation, the future of healthcare is boundless, brimming with limitless possibilities. Academic Foundations as Catalyst for Innovation Dr Yang's academic journey began with a focus on biology and chemistry, driven by a deep-seated curiosity about complex systems. During her lab internship, she encountered the potential of AI when analysing experimental data. ‘I realised how even a simple machine learning algorithm could help make sense of the results. That experience sparked my interest in AI’s potential in life sciences,’ she recalls.  This curiosity led her to pursue a PhD in Quantum Chemistry and AI at HKU, where she could work at the intersection of physics, chemistry, and machine learning. ‘The training I received at HKU provided me with a strong foundation in computational modelling, problem-solving, and interdisciplinary research.’ HKU provided Dr Yang with a fertile ground for her burgeoning interests. Its cutting-edge research and interdisciplinary environment allowed her to delve into physics, chemistry, and machine learning. The access to advanced computational resources, world-class faculties, and a dynamic research community enriched her learning experience. ‘The training I received at HKU shaped my approach to tackling real-world scientific challenges,’ she explains.  

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Group photo of the research team: From the left: Dr Jiarui Zhao, Mr Menghan Song and Professor Zi Yang Meng.

HKU Physicists Uncover Hidden Order in the Quantum World Through Deconfined Quantum Critical Points

In the intricate world of quantum physics, where particles interact in ways that seem to defy the standard rules of space and time, lies a profound mystery that continues to captivate scientists: the nature of deconfined quantum critical points (DQCPs). These elusive critical phenomena break away from the conventional framework of physics, offering a fascinating glimpse into a realm where quantum matter behaves in ways that challenge our classical understanding of the fundamental forces shaping the universe. A recent study, led by Professor Zi Yang MENG and co-authored by his PhD student Menghan SONG of HKU Department of Physics, in collaboration with researchers from the Chinese University of Hong Kong, Yale University, University of California, Santa Barbara, Ruhr-University Bochum and TU Dresden, has unravelled some of the secrets concealed within the entangled web of quantum systems. Their findings, recently published in the prestigious journal Science Advances, push the boundaries of modern physics and offer a fresh perspective on how quantum matter operates at these enigmatic junctures. The study not only deepens our understanding of quantum mechanics but also paves the way for future discoveries that could revolutionise technology, materials science, and even our understanding of the cosmos. What are Deconfined Quantum Critical Points? In everyday life, we are familiar with phase transitions, such as water freezing into ice or boiling into steam. These transitions are well-understood and explained by thermodynamics. However, in the realm of quantum physics, phase transitions can occur at absolute zero temperature (-273.15 °C), driven not by thermal energy but by quantum fluctuations — tiny, unpredictable movements of particles at the smallest scales. These are known as quantum critical points. Traditional quantum critical points act as boundaries between two distinct states: a symmetry-broken phase (ordered phase), where particles are neatly arranged, and a disordered phase, where particles are jumbled and chaotic. This kind of transition is well-described by the Landau theory, a framework that has been the foundation of our understanding of phase transitions for decades. But deconfined quantum critical points (DQCPs) break this mould. Instead of a sharp boundary separating an ordered phase from a disordered phase, DQCPs lie between two different ordered phases, each with its own unique symmetry-breaking pattern, meaning the way particles are arranged or interact in one phase is fundamentally different from the other. This is unusual because, traditionally, phase transitions involve moving from an ordered state to a disorder one, not from one type of order to another. This distinction makes DQCPs fundamentally different and highly intriguing. Scientists have debated for decades whether DQCPs represent continuous phase transitions (which are smooth and gradual) or first-order transitions (which are sudden and abrupt). Understanding DQCPs could provide new insights into how particles interact and how exotic states of matter emerge. The Key to the Mystery: Entanglement Entropy At the heart of this new study lies the concept of entanglement entropy, a measure of how particles in quantum systems are interrelated. It provides a way to quantify the amount of information shared between different parts of a system. Entanglement entropy offers a glimpse into the hidden structure of quantum systems, serving as a fundamental tool for probing quantum matter and understanding the nature of complex interactions that emerge at critical points. Using advanced quantum Monte Carlo simulations (a computational method for modelling quantum systems) and rigorous theoretical analysis, researchers examine the behaviour of entanglement entropy in square-lattice SU(N) spin models — a theoretical framework designed to capture the essence of DQCPs. Their meticulous computations revealed something extraordinary: at small value N (a parameter that determines the symmetry of the system), the behaviour of entanglement entropy deviated from expectations for smooth, continuous phase transitions. Instead, they found that DQCPs exhibit anomalous logarithmic behaviors, defyingthe theoretical constraints typically associated with continuous phase transitions. The Breakthrough: A Critical Threshold and Conformal Fixed Points One of the most striking revelations of the study was the identification of a critical threshold value of N. When N exceeds this threshold, DQCPs exhibit behaviours consistent with conformal fixed points — a mathematical framework that describes smooth, continuous phase transitions. This discovery is significant because it suggests that, under certain conditions, DQCPs can resemble continuous phase transitions. At these critical points, the system aligns with conformal fixed points, revealing a hidden structure in the quantum world where the boundaries between distinct phases dissolve, and matter exists in a state of extraordinary fluidity, defying the usual rules of physics. Why This Matters The implications of these findings are profound. DQCPs provide a unique testing ground for exploring the interplay of quantum mechanics, symmetry, and critical phenomena. Understanding their nature could unlock new insights into: Exotic States of Matter: DQCPs are believed to be connected to the emergence of exotic phases, such as quantum spin liquids, which have potential applications in quantum computing and other advanced technologies. Fundamental Physics: By challenging the traditional Landau paradigm, DQCPs force us to rethink the principles that govern phase transitions, potentially leading to new theoretical frameworks. Technological Innovation: Insights gained from studying DQCPs could inform the design of novel materials with unique quantum properties, such as high-temperature superconductors or quantum magnets. Conclusion The enigmatic world of deconfined quantum critical points stands at the frontier of modern physics, offering a glimpse into the uncharted territory of quantum mechanics. Through their meticulous investigation of entanglement entropy and SU(N) spin models, researchers have made significant strides in unravelling the mysteries of these critical phenomena. This study was conducted in collaboration with Dr Jiarui ZHAO from the Chinese University of Hong Kong, Professor Meng CHENG from Yale University, Professor Cenke XU from the University of California, Santa Barbara, Professor Michael M. SCHERER from Ruhr-University Bochum, and Professor Lukas JANSSEN from TU Dresden. For those eager to explore this fascinating research further, the full details can be found in the journal Science Advances under the title ‘Evolution of entanglement entropy at SU(N) deconfined quantum critical points’ at the link: https://www.science.org/doi/10.1126/sciadv.adr0634. Figure 1. (A) Lattice model for realising the deconfined quantum phase transition. (B) The phase diagram for the square lattice SU(N) model. Dots represent the quantum phase transition points. Red points are those not compatible with a continuous phase transition and blue points are those consistent with conformal field theories, i.e., candidates for genuine DQCP. Figure 2. The scaling of entanglement entropy (EE) at SU(N) DQCPs. At N<Nc≈8, scaling of EE obtains a finite sub-leading log-correction, reflecting as the positive slope for red lines in panel (B), while for N>Nc, the anomalous log-correction disappears and therefore the DQCPs are possibly continuous. Figure 3. The sub-leading log-coefficient from four π/2 corners at large-N and the red line indicating the corresponding Gaussian value. The inset shows 4s(π/2)/N as a function of 1/N, together with a linear fit which agrees with the Gaussian value (solid line) for N→∞.

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Broad-nosed weevil beetle at Danum Valley Conservation Area, Borneo. (Photo courtesy: Marco Chan)

HKU Ecologists Lead International Effort to Understand Declining Insect Biodiversity in the Tropics

Professor Louise ASHTON Dr Michael BOYLE A team of ecologists from The University of Hong Kong (HKU) are leading an international initiative to investigate the decline of insect populations in the world’s tropical forests. Insects, the most abundant and diverse group of animals on Earth, are experiencing alarming declines, prompting this research effort. The team’s work has earned them an invitation to lead a review on the topic for Nature Reviews Biodiversity, a new journal from the high-impact Nature Portfolio, showcasing HKU’s status as a global centre of excellence for tropical ecology and conservation.   The research was led by Dr Michael BOYLE and Professor Louise ASHTON from the HKU School of Biological Sciences, with contributions from Dr Adam SHARP, Dr Martha LEDGER, Dr Michel DONGMO and Professor Timothy BONEBRAKE from the same school. This collaborative effort spans continents, involving scientists from South America, Asia, Africa, Australia and Europe. It exemplifies how innovative insights into some of the most pressing current issues can arise from global scientific partnerships.   Understanding the Status of Tropical Insects in a Changing World Insects play a crucial role in the functioning of ecosystems, but alarmingly they may be facing declines globally. While most of our knowledge comes from studies conducted in Europe, most insect species inhabit in tropical rainforests, where our understanding remains surprisingly limited. In tropical regions, insects face numerous threats including urbanisation, habitat loss and fragmentation, and pollution from agriculture and urban areas. The team notes that insects on tropical islands are particularly vulnerable to invasive species, with many unique species already extinct due to this threat. More broadly, climate change poses a huge threat to insect populations across the tropics, not just through rising temperatures but through disruptions to crucial weather cycles such as El Niño and La Niña.   The scientists explain how declining insect biodiversity may have knock-on consequences for ecosystem processes such as carbon cycling, which could impact the Earth globally. Changes in the ecosystem balance could also lead to increased outbreaks of pests and insect-vectored diseases such as dengue and malaria in humans, as well as similar diseases in livestock, affecting global health and reducing food security. The team emphasises that large gaps remain in our understanding due to insufficient data from tropical forests. However, recent advances in artificial intelligence and genetic methods are beginning to address these challenges.    ‘Despite the relative lack of data in the tropics, the review highlights many reasons for concern regarding the status of tropical insects,’ said Professor Timothy Bonebrake, one of the key authors of the review. ‘We need more research, and our review points to directions to this end – but we also need to conserve habitats now and implement other conservation interventions to maintain tropical biodiversity.’   Laying the Foundations for Future Research Over the past three years, the team has conducted extensive field research across tropical Australia and Asia, revisiting forests where insect studies were previously undertaken. The ongoing research in Lamington National Park, Australia and Danum Valley Conservation Area, Borneo, involves collecting ants, moths, beetles and butterflies using specialised traps to assess how climate change has re-wired these populations over the last two decades. Similar studies are being carried out in Yunnan, China and Daintree, Australia, including the use of tower cranes to collect insects from the rainforest canopy.   The team’s diligent work lays the groundwork for future research at HKU. They plan to study the ecological roles and functions of insect species to understand how changing populations will impact tropical forest ecosystems. They suspect that the important processes provided by beneficial insects, including regulating forest growth through herbivory and nutrient cycling, are dwindling over time. Such analyses have never before been undertaken using such large volumes of data from so many tropical forest locations and over such long-time spans.    ‘Most studies of insect declines are from modified landscapes in Europe and North America,’ said Professor Louise Ashton, corresponding author of the review.’ However, most insect biodiversity is in the tropics. Due to a lack of long-term monitoring data, we do not fully understand how insect diversity changes over time. This review and our related projects highlight this issue and bring together new long-term insect data to help understand potential tropical insect declines and their consequences for ecological functioning.’   Click here to view the full paper.   Praying mantis (Deroplatys sp.) at Danum Valley Conservation Area, Borneo. (Photo courtesy: Marco Chan) Professor Louise Ashton (front) working in the field of Maliau Basin Conservation Area, Borneo, with Bartosz Majcher.  (Photo courtesy: Louise Ashton) Dr Michael Boyle collecting leaf litter insects at Danum Valley Conservation Area, Borneo.   (Photo courtesy: Louise Ashton)  

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Revolutionising Drug Discovery through AI

Dr Serena YANG Co-founder and CEO AILSI (AI and Life Sciences Institute (HK)) PhD alumna (Chemistry)   Artificial Intelligence (AI) is transforming drug discovery, revolutionising how we identify disease-causing genes and proteins, and accelerating drug design at an unprecedented pace. Dr Serena YANG, an alumna of HKU Chemistry, stands at the forefront of AI-driven drug discovery as the co-founder of AILSI (AI and Life Sciences Institute (HK)). Harnessing the power of AI, her company identifies novel drug targets and accelerates the design of new treatments, significantly reducing the time and cost associated with traditional methods. A recent milestone project involved using AI-driven multi-omics analysis to identify a previously undiscovered protein implicated in liver cancer and designing a drug targeting this protein. ‘This project showcases how AI can uncover new biological insights and accelerate drug discovery,’ Dr Yang shares.   Believe in the power of belief. While technical skills (the machine) are essential, what truly drives progress is belief (the oil)—belief in your vision, work, and ability to make a difference.   From Academia to Industry Talking about the birth of AILSI, Dr Yang recalls ‘My goal has always been to help patients who have no effective therapeutic options and to make drugs more affordable for everyone.’ Driven by her vision to revolutionise the pharmaceutical industry, Dr Yang embarked on a journey from academia to entrepreneurship. This journey culminated in the founding of AILSI, which made drug discovery more efficient and cost-effective. Transitioning from academia—where she built a deep learning model for predicting small molecule properties—to founding AILSI was not without its challenges.  ‘Overcoming skepticism from industry stakeholders required continuous communication and demonstrating real-world results,’ she notes. Her persistence and innovative approach paid off, bridging the gap between AI and the pharmaceutical industry. A Vision for AI in Precision Medicine ‘AI-driven drug discovery is set to revolutionise global healthcare by making drug development faster, more cost-effective, and personalised,’ Dr Yang asserts. ‘Our work is about more than just creating new drugs; it's about creating a new paradigm in healthcare.’ Looking ahead, Dr Yang envisions a future where AI is integral to every stage of drug development, unlocking new levels of efficiency and innovation. At AILSI, the commitment to democratising healthcare extends beyond drug discovery to developing AI-powered diagnostic tools. ‘My goal is to bring an AI-designed drug to market and have an AI-powered diagnostic tool approved for clinical use,’ she reveals. Her ambition is to build a strong AI-driven ecosystem that transforms how we develop medicines and diagnose diseases. Advice for Aspiring Innovators  The relentless pace of innovation at AILSI is matched by a commitment to ethical considerations and patient-centric approaches. ‘As we push the boundaries of AI in healthcare, we must remain vigilant about the ethical implications and ensure that our advancements benefit all patients equitably,’ Dr Yang notes. Her leadership is a beacon for aspiring scientists and entrepreneurs who seek to navigate the complex landscape of modern healthcare. For those on the cusp of their journeys in science and technology, Dr Yang’s advice resonates deeply: ‘Stay curious, remain persistent, and always be open to learning. The challenges you face today will be the stepping stones to your breakthroughs tomorrow. If you are passionate and persistent, no matter how challenging the journey, you will eventually achieve your goal,’ Dr Yang remarks.  ‘In AI-driven drug discovery, this belief is crucial. The field is full of uncertainties. Only with relentless innovation and the courage to challenge the status quo, can we transform how medicine is discovered and bring hope to patients who need it most.’ As we stand on the brink of a new era in medicine, Dr Serena Yang’s story is a powerful reminder that through unwavering dedication and innovative thinking, we can indeed change the world. With the right blend of passion, persistence, and cutting-edge innovation, the future of healthcare is boundless, brimming with limitless possibilities. Academic Foundations as Catalyst for Innovation Dr Yang's academic journey began with a focus on biology and chemistry, driven by a deep-seated curiosity about complex systems. During her lab internship, she encountered the potential of AI when analysing experimental data. ‘I realised how even a simple machine learning algorithm could help make sense of the results. That experience sparked my interest in AI’s potential in life sciences,’ she recalls.  This curiosity led her to pursue a PhD in Quantum Chemistry and AI at HKU, where she could work at the intersection of physics, chemistry, and machine learning. ‘The training I received at HKU provided me with a strong foundation in computational modelling, problem-solving, and interdisciplinary research.’ HKU provided Dr Yang with a fertile ground for her burgeoning interests. Its cutting-edge research and interdisciplinary environment allowed her to delve into physics, chemistry, and machine learning. The access to advanced computational resources, world-class faculties, and a dynamic research community enriched her learning experience. ‘The training I received at HKU shaped my approach to tackling real-world scientific challenges,’ she explains.  

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Science Outreach: Igniting Passion in Science Month

  March marked the debut of our inaugural 'Science Month,' an initiative by the Faculty of Science to engage and inspire secondary school students with a keen interest in science. This initiative was packed with exclusive opportunities for students to immerse themselves in scientific exploration and gain a glimpse into university life. Multidimensional Mathematical Minds (M³) Programme   A key highlight of Science Month was the Multidimensional Mathematical Minds (M³) Programme, hosted by the Department of Mathematics. This programme, crafted for exceptionally talented junior secondary school students with a deep enthusiasm for mathematics, aims to provide them with advanced problem-solving skills and stimulate interest in mathematics research. The overwhelming positive feedback has been heartening, and we eagerly anticipate the continued growth of our participants through the programme's diverse modules.   About M3 Science Communication YouTuber Challenge: Everyday Science Hackathon   Another initiative, the ‘Everyday Science Hackathon’ is a unique science communication contest that encourages science lovers to spot an everyday problem, whip up an app solution using scientific know-how, and bring their creative ideas to life in a captivating video. This is the stage for aspired students to harness the power of science to create solutions and produce engaging and impactful content for diverse audiences. Applications are still open, and we encourage secondary school students to join us in advancing science literacy.   About the Hackathon Junior Science Institute (JSI) Beyond these new programmes, the Junior Science Institute (JSI) remains a cornerstone of our outreach programmes. JSI offers an array of activities aimed at enhancing students' comprehension and appreciation of various scientific fields.   About JSI Campus Visits To complement the Science Month activities, the Science Faculty also organised campus visits., providing secondary school students with a firsthand experience of university life and allowing them to explore our facilities and resources.   About Campus Visits We are excited by the enthusiasm and participation we've seen so far and are committed to nurturing the scientific curiosity of future generations. Thank you for joining us on this journey of discovery and innovation!

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Mechanism for photocatalytic conversion of methane to ethanol.  Image adapted from Xie, J. et al., Nature (2025), https://doi.org/10.1038/s41586-025-08630-x

HKU Chemist and Collaborators Unveil Eco-Friendly Method to Efficiently Convert Methane to Ethanol

In advancing sustainable energy solutions, an international collaborative team of scientists has achieved a significant milestone in low-carbon chemical conversion. In their recent publication in Nature, the team, led by Professors Zhengxiao GUO of Department of Chemistry at The University of Hong Kong (HKU), Weixin HUANG of University of Science and Technology of China, Richard CATLOW of University College London and Junwang TANG of Tsinghua University, have discovered a photocatalytic approach to converting methane to ethanol with high selectivity of around 80% and a methane conversion rate of 2.3% in a single run using a packed-bed flow reactor. The system achieves an impressive apparent quantum efficiency (AQE) of 9.4%, which measures how effectively it converts incident photons into electrons that participate in the reaction under specific wavelength conditions. Background Ethanol is well known to spirit up many celebratory occasions, but more significantly, it serves as an ideal liquid hydrogen carrier and a chemical feedstock for a wide range of applications towards carbon neutrality. The global market for ethanol exceeds USD 100 billion, with a current compound annual growth rate (CAGR) of approximately 7%. Methane, the primary constituent of natural and shale gas, is often flared for heating. Despite its potential as a carbon source for chemical synthesis, its inherent chemical inertness poses substantial hurdles to its efficient conversion. Traditional industrial methane conversion is typically conducted via syngas under high temperatures and pressures, a process that is energy-intensive and exhibits poor product selectivity. Efforts to directly convert methane into ethanol often encounter challenges in controlling highly selective carbon-carbon (C-C) coupling to produce a specific C2+ chemical, such as ethanol. Innovative Catalytic Conversion The efficient conversion is achieved through a unique intra-molecular junction formed between alternate benzene and triazine units within a covalent triazine framework (CTF-1) polymer. The intra-molecular junction enhances the life-time and the efficient separation of photo-generated charges while enabling preferential adsorption of O2 and H2O to the benzene and triazine units, respectively, to facilitate C-C coupling. Moreover, this intrinsically asymmetric dual-site feature effectively delineates the C-C coupling sites from the hydroxyl radical formation sites, thereby mitigating the risk of overoxidation of the intermediate into CO2 and water. When further enhanced by the addition of Pt, the intramolecular junction photocatalyst demonstrates a very promising ethanol production rate, as stated above. ‘This is a step-change advancement in the photocatalytic conversion of methane into value-added green chemicals – not only in terms of a newly identified metal-free “intramolecular junction” for effective C-C coupling; but also by turning methane into a much more desirable liquid chemical, relatively efficiently at ambient conditions,’ Professor Guo, one of the corresponding authors of the paper, remarked. Comparison to Traditional Methods Conventionally, as in the Fischer−Tropsch synthesis, methane conversion to liquid chemicals requires high temperature (> 700 °C) and pressure (∼ 20 bar) to activate its C−H bond, involving high energy input and multiple steps. Previous attempts in the photocatalytic conversion of methane to a C2+ product often encounter either low selectivity and/or low efficiency, due to the limited capabilities of the specific catalysts. The newly developed CTF-1 catalyst demonstrates over 20 times higher quantum efficiency along with a very high selectivity. Potential Applications and Broader Impacts Methane is an abundant yet climate-potent gas. Its one-step photocatalytic conversion represents a highly desirable approach to decarbonising the chemical and fuel industries. Particularly in liquid form, ethanol is much easier to store, transport and distribute, compared to gaseous hydrogen. It can be directly reformed onboard low-carbon vehicles - on land, at sea or in the air, offering great potential for applications in urban transport, shipping and the upcoming low-altitude economy, thereby paving the way towards carbon neutrality. Future Research and Development Led by Professor Guo, the HKU research team will continue to explore innovative options in tailoring the catalyst and intensifying the conversion process, as part of a consortium effort under the UGC Theme-Based Research Scheme and the RGC-EU Collaborative Innovation Scheme. Click here to view the full paper.

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An Alchemist of Learning: Transformation from Chemistry Study to EdTech

Ronald Tse Forbes 30 Under 30 Asia 2024 Founder of AfterSchool BSc alumnus (major in Chemistry and minor in Mathematics)   Life’s journey is an ever-evolving tapestry where the pursuit of knowledge and the spirit of innovation intertwine to create a profound impact. The transformative journey of Ronald TSE from a dedicated student of chemistry at HKU to the celebrated founder of AfterSchool and a Forbes 30 Under 30 Asia honoree is a story of monumental success. His achievements in the education sector stand as a beacon of inspiration, proving that passion and purpose can indeed lead to impacts.     Beyond the Classroom Ronald's innovative spirit and entrepreneurial drive culminated in the creation of AfterSchool, a popular EdTech platform. Recognising the evolving landscape of education and the demand for a comprehensive marketplace, Ronald envisioned AfterSchool as the 'HKTVmall for education' in Hong Kong. The platform allows students and parents to seamlessly search, compare, and select educational resources, bridging a critical gap in the market. ‘I’ve come to understand that personalisation is key, with one-size-fits-all approaches becoming obsolete,’ Ronald reflected. At its core, AfterSchool is committed to democratising education, offering a wide array of courses at accessible prices and breaking down barriers to quality education. This ethos extends to their social contribution, working with charitable organisations and educational institutions to offer free online tutoring services to underprivileged students. Ronald’s vision does not stop here. He has crafted a strategic roadmap to broaden the spectrum of course offerings, elevate user experience and harness the power of AI and data analytics. ‘As we grow, upholding stringent quality assurance of our offerings and nurturing a robust community of learners and educators remain our top priority,’ he remarked.   The rise of the gig economy in education, bringing diverse expertise to students, and the increasingly borderless nature of education, enabling access to global learning resources, are exciting trends. I believe we're at a juncture where we can truly reimagine education to be more effective, accessible, and aligned with the needs of the 21st century.   From Hurdles to Horizons The inception of AfterSchool was sparked by an entrepreneurship programme at HKU, resonating perfectly with Ronald's vision to revolutionise the education sector with an emphasis on addressing real-world problems innovatively. However, the journey from idea to reality was peppered with challenges. With a science background and limited initial capital, Ronald navigated the complex realms of business. Realising his limited knowledge of the education sector, he visited professors in the Faculty of Education for advice. This bold move led to an unexpected opportunity: a part-time research assistant position. In this role, Ronald conducted interviews with students and teachers about a gamified reading platform, gaining invaluable insights that shaped AfterSchool's development. His experience highlights the power of stepping out of one's comfort zone and the unexpected opportunities that can arise from taking initiative. Ronald dreamed up AfterSchool and created a pitch deck. He leveraged the experience and the insights gained to enhance his understanding of the education sector and bridge traditional educational methods with technology. Despite the hurdles, Ronald's determination transformed challenges into opportunities, birthing AfterSchool, a pioneer in the EdTech landscape.   The Genesis Ronald's passion for science, ignited during his secondary school years, led him to major in Chemistry and minor in Mathematics at HKU. ‘I found myself increasingly drawn to understanding the fundamental truths of our universe at the molecular level,’ he recalled. This curiosity allowed him to approach complex problems with analytical rigour and creative thinking. ‘The multidisciplinary nature of HKU's curriculum proved invaluable. The University's flexibility allowed me to take introductory courses from different Faculties, providing me with foundational knowledge in business, marketing, and finance,’ Ronald shared. ‘HKU also provided a fertile ground for entrepreneurial thinking beyond just academic pursuits. The University offers a wealth of entrepreneurial activities and programmes that expose students to the world of business and innovation,’ added Ronald.  More than just subject knowledge, HKU Science's supportive ecosystem equipped Ronald with a mindset of enquiry and resilience. The interdisciplinary approach of his studies helped him see connections between disparate ideas, nurturing an innovative spirit that became the cornerstone of his entrepreneurial endeavours. ‘The rigorous scientific training I received honed my analytical skills and instilled in me a data-driven approach to problem-solving. This scientific mindset has been crucial in developing AfterSchool's innovative educational model,’ Ronald noted.   From Molecular to Monumental Ronald's odyssey from an HKU student to a triumphant entrepreneur illustrates the transformative essence of education. His narrative inspires current students and exemplifies the vast spectrum of opportunities that an education from HKU's Faculty of Science can unlock. Ronald offers sage counsel to those aspiring to follow in his footsteps: ‘Maximise your university experience, identify and focus on solving real problems, and never be afraid of failure.’ Just as in the grand tapestry of innovation, his molecular seeds.   Click here to learn more about Afterschool. 

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