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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 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 ,

SMART breakthrough in materials discovery enables twistronics for bulk systems


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SMART breakthrough in materials discovery enables twistronics for bulk systems
The findings allow manipulation of materials for the first time by stacking films at a twist angle, allowing a new way to control light emitting from materials
Recent discoveries focused on manipulation of atomically-thin 2D materials, while the new breakthrough can be used to stack technologically-relevant 3D materials at a twist angle
Method allows continuous, systematic control of optical emission intensity and energy, and can produce ultraviolet emissions at room temperature for bulk systems
The discovery can be significant for applications in medicine, environmental or information technologies.
Researchers from the Low Energy Electronic Systems (LEES) Interdisciplinary Research Group (IRG) at Singapore-MIT Alliance for Research and Technology (SMART), MIT’s research enterprise in Singapore together with Massachusetts Institute of Technology (MIT) and National ....

National University Of Singapore , Singapore General , Silvija Gradecak , Myeon Lee , Interdisciplinary Research Group , National Research Foundation Singapore , Interdisciplinary Research Groups Irgs , Massachusetts Institute Of Technology , Energy Electronic Systems , Research Enterprise , Campus For Research Excellence And Technological Enterprise , Campus For Research Excellence , National Research Foundation , Innovation Centre , Tunable Optical Properties Of Thin Films , Department Of Materials Science , National Research Foundation Of Singapore , Alliance For Research , Low Energy Electronic Systems , Massachusetts Institute , National University , Optical Properties , Thin Films Controlled , Interface Twist , Professor Silvija Gradecak , Materials Science ,

SMART breakthrough to enhance travel behavior research with artificial neural networks


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IMAGE: A comparison summary of deep neural networks (DNNs) and discrete choice models (DCMs) characteristics
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Credit: Singapore-MIT Alliance for Research and Technology (SMART)
Singapore, 19 April, 2021 - Researchers at the Future Urban Mobility (FM) Interdisciplinary Research Group (IRG) at Singapore-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 behaviour research.
In this research paper, Theory-based residual neural networks: A synergy of discrete choice models and deep neural networks, recently published in established transportation science journal ....

Jinhua Zhao , Shenhao Wang , National Research Foundation Singapore , Department Of Urban , Mobility Lab , Energy Electronic Systems , Technology Centre , Campus For Research Excellence And Technological Enterprise , 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 , Transportation Research , National Research Foundation Of Singapore , Future Urban Mobility , Interdisciplinary Research Group , Principal Investigator , Associate Professor , Urban Studies , Research Excellence And Technological Enterprise , Research Excellence , Technological Enterprise ,