Dynamics of taxi-like logistics systems : theory and microscopic simulations

بواسطة Yang, Bo, Li, Qianxiao
منشور في 2022

A Mean-Field Optimal Control Formulation of Deep Learning

بواسطة Weinan, E, Han, Jiequn, Li, Qianxiao
منشور في 2019

Noisy Hegselmann-Krause Systems: Phase Transition and the 2R-Conjecture

بواسطة Wang, Chu, LI, QIANXIAO, Weinan, E, Chazelle, Bernard
منشور في 2019

On Matching, and Even Rectifying, Dynamical Systems through Koopman Operator Eigenfunctions

بواسطة Bollt, Erik M, Li, Qianxiao, Dietrich, Felix, Kevrekidis, Ioannis
منشور في 2019

Knowledge-integrated machine learning for materials: lessons from gameplaying and robotics

بواسطة Hippalgaonkar, Kedar, Li, Qianxiao, Wang, Xiaonan, Fisher, John W., Kirkpatrick, James, Buonassisi, Tonio
منشور في 2023

Constructing custom thermodynamics using deep learning

بواسطة Chen, Xiaoli, Soh, Beatrice W., Ooi, Zi-En, Vissol-Gaudin, Eleonore, Yu, Haijun, Novoselov, Kostya S., Hippalgaonkar, Kedar, Li, Qianxiao
منشور في 2024

An Emergent Space for Distributed Data with Hidden Internal Order through Manifold Learning.

بواسطة Kemeth, Felix P, Haugland, Sindre W, Dietrich, Felix, Bertalan, Tom, Höhlein, Kevin, Li, Qianxiao, Bollt, Erik M, Talmon, Ronen, Krischer, Katharina, Kevrekidis, Ioannis G
منشور في 2019

Multi-objective synthesis optimization and kinetics of a sustainable terpolymer

بواسطة Tan, Jin Da, Low, Andre Kai Yuan, Thoi, Shannon Rui Ying, Tan, Sze Yu, Zhao, Wenguang, Lim, Yee-Fun, Li, Qianxiao, Khan, Saif A., Ramalingam, Balamurugan, Hippalgaonkar, Kedar
منشور في 2025

Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs

بواسطة Low, Andre Kai Yuan, Mekki-Berrada, Flore, Gupta, Abhishek, Ostudin, Aleksandr, Xie, Jiaxun, Vissol-Gaudin, Eleonore, Lim, Yee-Fun, Li, Qianxiao, Ong, Yew Soon, Khan, Saif A., Hippalgaonkar, Kedar
منشور في 2024

Two-step machine learning enables optimized nanoparticle synthesis

بواسطة Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan
منشور في 2021

Two-step machine learning enables optimized nanoparticle synthesis

بواسطة Mekki-Berrada, Flore, Ren, Zekun, Huang, Tan, Wong, Wai Kuan, Zheng, Fang, Xie, Jiaxun, Tian, Isaac Parker Siyu, Jayavelu, Senthilnath, Mahfoud, Zackaria, Bash, Daniil, Hippalgaonkar, Kedar, Khan, Saif, Buonassisi, Tonio, Li, Qianxiao, Wang, Xiaonan
منشور في 2022

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

بواسطة Ren, Zekun, Tian, Isaac Parker Siyu, Noh, Juhwan, Oviedo, Felipe, Xing, Guangzong, Li, Jiali, Liang, Qiaohao, Zhu, Ruiming, Aberle, Armin G., Sun, Shijing, Wang, Xiaonan, Liu, Yi, Li, Qianxiao, Jayavelu, Senthilnath, Hippalgaonkar, Kedar, Jung, Yousung, Buonassisi, Tonio
منشور في 2023

An invertible crystallographic representation for general inverse design of inorganic crystals with targeted properties

بواسطة REN ZEKUN, Tian, Siyu Isaac Parker, Noh, Juhwan, Oviedo, Felipe, Xing, Guangzong, JIALI LI, Liang, Qiaohao, Zhu, Ruiming, Armin Gerhard Aberle, Sun, Shijing, WANG XIAONAN, Liu, Yi, Li, Qianxiao, Jayavelu, Senthilnath, Hippalgaonkar, Kedar, Jung, Yousung, Buonassisi, Tonio
منشور في 2021

Tackling Data Scarcity with Transfer Learning: A Case Study of Thickness Characterization from Optical Spectra of Perovskite Thin Films

بواسطة Tian, Siyu Isaac Parker, Ren, Zekun, Venkataraj, Selvaraj, Cheng, Yuanhang, Bash, Daniil, Oviedo, Felipe, Jayavelu, Senthilnath, Chellappan, Vijila, Lim, Yee-Fun, Aberle, Armin Gerhard, MacLeod, Benjamin P, Parlane, Fraser GL, Berlinguette, Curtis P, Li, Qianxiao, Buonassisi, Tonio, Liu, Zhe
منشور في 2023

Multi-fidelity high-throughput optimization of electrical conductivity in P3HT-CNT composites

بواسطة Bash, Daniil, Cai, Yongqiang, Chellappan, Vijila, Wong, Swee Liang, Xu, Yang, Kumar, Pawan, Tan, Jin Da, Abutaha, Anas, Cheng, Jayce J. W., Lim, Yee‐Fun, Tian, Siyu Isaac Parker, Ren, Zekun, Mekki‐Berrada, Flore, Wong, Wai Kuan, Xie, Jiaxun, Kumar, Jatin, Khan, Saif A., Li, Qianxiao, Buonassisi, Tonio, Hippalgaonkar, Kedar
منشور في 2022