Innovation Wing Two

Young Scholar TechTalk – Towards Resilient Intelligence in 6G Wireless Networks

November 4, 2025 (Tuesday) 4:00pm-5:00pm
As we move towards Sixth Generation (6G) wireless networks, the focus shifts from speed and capacity to building intelligent, adaptable, and resilient systems. This talk explores the integration of Artificial Intelligence (AI) into 6G networks, focusing on developing resilient intelligence for dynamic and resource-constrained environments. We present a novel framework that combines reinforcement learning, multi-agent coordination, and reward modeling to tackle challenges in wireless optimization, especially in environments with sparse, noisy, and delayed feedback. Our methods enable continuous adaptation to dynamic changes in traffic, mobility, and energy constraints, enhancing the resilience of 6G systems for critical applications like autonomous transport, industrial IoT, and emergency response. Through practical case studies, we demonstrate how adaptive intelligence can optimize network performance and improve the scalability of future wireless systems, offering insights into the path towards resilient, intelligent 6G networks.

Young Scholar TechTalk – Synergistic Low Carbon and Durable Design for Reinforced Concrete Structures

October 23, 2025 (Thursday) 4:00pm-5:00pm
The construction industry faces dual demands for decarbonization and longevity. However, existing research often addresses decarbonization and durability separately. Achieving synergistic carbon reduction and service life extension through advanced materials and paradigm shift remains a critical challenge. The speaker has developed a multi-scale design framework — a novel corrosion-based service life model in concrete level, a load-harsh environment coupled durability model in reinforcement level and a whole life carbon-durable design framework in structure level. These advances unveil the mechanisms between decarbonization and durability enhancement in reinforced concrete structures, effectively lowering carbon footprint of buildings while extending service life. Such achievements can provide critical theoretical and technical supports for national carbon neutral initiative.

HKAE TechTalk – The Unequal Burden of Climate Change

October 22, 2025 (Wednesday) 4:00-5:00pm
While climate change is a global crisis, its impacts are profoundly and systematically unequal. This talk will confront the uncomfortable truth that the burden of a warming planet is not shared fairly. We will explore how different communities, nations and even people of different sexes are suffering its most devastating consequences.
We will start with first the frontlines of the crisis, then trace the roots of this disparity, highlighting how vulnerable regions are experiencing climate impacts with a severity that outstrips their capacity to cope.
However, this is not just a story of victimhood; it is a call for redefined responsibility. This talk will argue that climate justice must be at the heart of our response. The fight against climate change is inseparable from the fight for a more equitable world.

TechTalk – Insights into Indoor Airflow during the Pandemic and Beyond: Measurement, Visualization, and Simulation

October 14, 2025 (Thursday) 4:00pm-5:00pm
Improving indoor air requires addressing source control, ventilation, and filtration. This presentation explores filter performance from both aerosol science and building science perspectives with a focus on how theoretical and laboratory-tested filtration efficiencies translate to filtration performance in real buildings. The removal of particulate matter is only part of the filtration story. Filters also have a variety of secondary consequences including emissions of gas-phase compounds and complicated impacts on energy use. Some of these secondary effects may have a positive impact, including the ability of filters to offer insight on air quality through filter forensics, the analysis of the particles that accumulate on the filter. Several examples of filter forensics for disease surveillance, exposure assessment, and ambient air quality are used to illustrate the hidden value in used filters. The COVID-19 pandemic further increased the attention paid to central and portable filtration in buildings and this presentation assesses new challenges and opportunities that arise from this renewed focus.

TechTalk – CFD for Urban Winds, Air Quality, and Thermal Comfort

October 9, 2025 (Thursday) 4:00pm-5:00pm
Improving indoor air requires addressing source control, ventilation, and filtration. This presentation explores filter performance from both aerosol science and building science perspectives with a focus on how theoretical and laboratory-tested filtration efficiencies translate to filtration performance in real buildings. The removal of particulate matter is only part of the filtration story. Filters also have a variety of secondary consequences including emissions of gas-phase compounds and complicated impacts on energy use. Some of these secondary effects may have a positive impact, including the ability of filters to offer insight on air quality through filter forensics, the analysis of the particles that accumulate on the filter. Several examples of filter forensics for disease surveillance, exposure assessment, and ambient air quality are used to illustrate the hidden value in used filters. The COVID-19 pandemic further increased the attention paid to central and portable filtration in buildings and this presentation assesses new challenges and opportunities that arise from this renewed focus.

TechTalk – The Secret Lives of Filters

September 5, 2025 (Friday) 4:00pm-5:00pm
Improving indoor air requires addressing source control, ventilation, and filtration. This presentation explores filter performance from both aerosol science and building science perspectives with a focus on how theoretical and laboratory-tested filtration efficiencies translate to filtration performance in real buildings. The removal of particulate matter is only part of the filtration story. Filters also have a variety of secondary consequences including emissions of gas-phase compounds and complicated impacts on energy use. Some of these secondary effects may have a positive impact, including the ability of filters to offer insight on air quality through filter forensics, the analysis of the particles that accumulate on the filter. Several examples of filter forensics for disease surveillance, exposure assessment, and ambient air quality are used to illustrate the hidden value in used filters. The COVID-19 pandemic further increased the attention paid to central and portable filtration in buildings and this presentation assesses new challenges and opportunities that arise from this renewed focus.

Customized optimization design of clinical spinal cage with anisotropic microstructures based on latent variable Gaussian process

Counterfeiting threatens the global economy and security. According the report issued by the United States Patent and Trademark Office (USPTO) in 2020 “the value of global counterfeiting and pirated products is estimated US $ 4.5 trillion a year.” Despite enormous efforts, conventional anti-counterfeiting approaches such as QR codes can be easily fabricated due to limited data encryption capacity on a 2D in-plane space.

How can we increase the encryption density in a limited space?

Intelligent Action: High Tech Solutions for Improving Life

Counterfeiting threatens the global economy and security. According the report issued by the United States Patent and Trademark Office (USPTO) in 2020 “the value of global counterfeiting and pirated products is estimated US $ 4.5 trillion a year.” Despite enormous efforts, conventional anti-counterfeiting approaches such as QR codes can be easily fabricated due to limited data encryption capacity on a 2D in-plane space.

How can we increase the encryption density in a limited space?

Exploring Mixed Reality Presentation with Holographic Near-eye and Head-up Displays

Counterfeiting threatens the global economy and security. According the report issued by the United States Patent and Trademark Office (USPTO) in 2020 “the value of global counterfeiting and pirated products is estimated US $ 4.5 trillion a year.” Despite enormous efforts, conventional anti-counterfeiting approaches such as QR codes can be easily fabricated due to limited data encryption capacity on a 2D in-plane space.

How can we increase the encryption density in a limited space?