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Evaluating the competition between autonomous vehicles and public transit

SMART researchers conducted a case study in Tampines, Singapore, to find out if autonomous mobility on demand can co-exist with or threatens the public transit system. ....

Singapore General , Baichuan Mo , Jinhua Zhao , Department Of Urban , Innovation Center , Energy Electronic Systems , University School Of Government , Campus For Research Excellence And Technological Enterprise , Transportation Research Part , National Research Foundation , Alliance For Research , Future Urban Mobility , Shared Autonomous Vehicles , Public Transit , Case Study , Emerging Technologies , Urban Studies , Hongmou Zhang Phd , Peking University School , Research Excellence And Technological Enterprise , Antimicrobial Resistance , Critical Analytics , Manufacturing Personalized Medicine , Sustainable Technologies , Agricultural Precision , Low Energy Electronic ,

Materials breakthrough enables twistronics for bulk systems

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Image courtesy of the Singapore-MIT Alliance for Research and Technology.
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Researchers from the Low Energy Electronic Systems (LEES) interdisciplinary research group at the Singapore-MIT Alliance for Research and Technology (SMART), MIT’s research enterprise in Singapore, together with MIT and National University of Singapore (NUS), have discovered a new way to control light emission from materials.
Controlling the properties of materials has been the driving force behind many modern technologies from solar panels to computers, smart vehicles, and lifesaving hospital equipment. But materials properties have traditionally been adjusted based on their composition, structure, and sometimes size, and most practical devices that produce or generate light use layers of materials of different compositions that can often be difficult to grow. ....

National University Of Singapore , Singapore General , Silvija Gradecak , Myeon Lee , Innovation Center , Energy Electronic Systems , Campus For Research Excellence And Technological Enterprise , National Research Foundation , Tunable Optical Properties Of Thin Films , Department Of Materials Science , Alliance For Research , Low Energy Electronic Systems , National University , Optical Properties , Thin Films Controlled , Interface Twist Angle , Professor Silvija Gradecak , Materials Science , Hae Yeon Lee , Research Excellence And Technological Enterprise , Antimicrobial Resistance , Critical Analytics , Manufacturing Personalized Medicine , Sustainable Technologies , Agricultural Precision , Future Urban Mobility ,

E-scooters as a new micro-mobility service

Credit: SMART FM
E-scooters as a new micro-mobility service: SMART researchers explore the potential of e-scooter sharing as a replacement for short-distance transit in Singapore
SMART researchers found that e-scooters are not only a last-mile solution to complement transit services, but also provide a mobility service for short-distance transit trips
- Through a stated preference survey and mixed logit models, SMART researchers found that fare, transit transfer, and transit walking distance are significant factors driving the use of e-scooters as an alternative means of transit. The uncertainty is higher in predicting e-scooter usage preferences of male, young and high-income groups. ....

Kelman Chua , Jinhua Zhao , Xiaohu Zhang , Gavin Choo , Zhejing Cao , Honghai Yu , National Research Foundation Singapore , Department Of Urban , Energy Electronic Systems , Technology Centre , Campus For Research Excellence And Technological Enterprise , University Of Hong Kong , Transportation Research Part , Campus For Research Excellence , National Research Foundation , Innovation Centre , Tsinghua University , Alliance For Research , Interdisciplinary Research Group , Interdisciplinary Research Groups Irgs , Mobility Fm Interdisciplinary Research Group , Massachusetts Institute Of Technology , Research Enterprise , National Research Foundation Of Singapore , Future Urban Mobility , Principal Investigator ,

SMART breakthrough uses artificial neural networks to enhance travel behavior research

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Researchers at the Future Urban Mobility (FM) interdisciplinary research group atSingapore-MIT Alliance for Research and Technology (SMART), MIT’s research enterprise in Singapore, have created a synthetic framework known as theory-based residual neural network (TB-ResNet), which combines discrete choice models (DCMs) and deep neural networks (DNNs), also known as deep learning, to improve individual decision-making analysis used in travel behavior research.
Transportation Research: Part B, SMART researchers explain their developed TB-ResNet framework and demonstrate the strength of combining the DCMs and DNNs methods, proving that they are highly complementary.
As machine learning is increasingly used in the field of transportation, the two disparate research concepts, DCMs and DNNs, have long been viewed as conflicting methods of research. ....

Jinhua Zhao , Shenhao Wang , Department Of Urban , Mobility Lab , Innovation Center , Energy Electronic Systems , Campus For Research Excellence And Technological Enterprise , National Research Foundation , Transportation Research , Alliance For Research , Future Urban Mobility , Urban Studies , Planning Associate Professor Jinhua Zhao , Research Excellence And Technological Enterprise , Antimicrobial Resistance , Critical Analytics , Manufacturing Personalized Medicine , Sustainable Technologies , Agricultural Precision , Low Energy Electronic , ஜின்ஹுவா ழோ , துறை ஆஃப் நகர்ப்புற , இயக்கம் ஆய்வகம் , கண்டுபிடிப்பு மையம் , ஆற்றல் மின்னணு அமைப்புகள் , வளாகம் க்கு ஆராய்ச்சி சிறப்பானது மற்றும் தொழில்நுட்ப நிறுவன ,

SMART evaluates impact of competition between autonomous vehicles and public transit

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IMAGE: Spatial distribution changes in PT supply during the competition: (left) Routes with supply decrease; (right) Routes with supply increase
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Credit: Zhejing Cao and Baichuan Mo
Singapore, 5 May 2021 - The rapid advancement of Autonomous Vehicles (AV) technology in recent years has changed transport systems and consumer habits globally. As countries worldwide see a surge in AV usage, the rise of shared Autonomous Mobility on Demand (AMoD) service is likely to be next on the cards. Public Transit (PT), a critical component of urban transportation, will inevitably be impacted by the upcoming influx of AMoD and the question remains unanswered on whether AMoD would co-exist with or threaten the PT system. ....

Singapore General , Baichuan Mo , Hongmou Zhang , Jinhua Zhao , National Research Foundation Singapore , Department Of Urban , Energy Electronic Systems , Technology Centre , Campus For Research Excellence And Technological Enterprise , Transportation Research Part , Campus For Research Excellence , National Research Foundation , Innovation Centre , Alliance For Research , Interdisciplinary Research Groups Irgs , Mobility Fm Interdisciplinary Research Group , Massachusetts Institute Of Technology , Research Enterprise , Professor At Peking University School Of Government , National Research Foundation Of Singapore , Autonomous Vehicles , Autonomous Mobility , Future Urban Mobility , Interdisciplinary Research Group , Massachusetts Institute , Shared Autonomous Vehicles ,