Extrapolative Bayesian Optimization with Gaussian Process and Neural Network Ensemble Surrogate Models

por Yee-Fun Lim, Chee Koon Ng, U.S. Vaitesswar, Kedar Hippalgaonkar
Publicado 2021

Correlating charge and thermoelectric transport to paracrystallinity in conducting polymers

por Anas Abutaha, Pawan Kumar, Erol Yildirim, Wen Shi, Shuo-Wang Yang, Gang Wu, Kedar Hippalgaonkar
Publicado 2020

Polymer morphology and interfacial charge transfer dominate over energy-dependent scattering in organic-inorganic thermoelectrics

por Pawan Kumar, Edmond W. Zaia, Erol Yildirim, D. V. Maheswar Repaka, Shuo-Wang Yang, Jeffrey J. Urban, Kedar Hippalgaonkar
Publicado 2018

Dual-mode solid-state thermal rectification

por Ramesh Shrestha, Yuxuan Luan, Xiao Luo, Sunmi Shin, Teng Zhang, Phil Smith, Wei Gong, Michael Bockstaller, Tengfei Luo, Renkun Chen, Kedar Hippalgaonkar, Sheng Shen
Publicado 2020

Crystalline polymer nanofibers with ultra-high strength and thermal conductivity

por Ramesh Shrestha, Pengfei Li, Bikramjit Chatterjee, Teng Zheng, Xufei Wu, Zeyu Liu, Tengfei Luo, Sukwon Choi, Kedar Hippalgaonkar, Maarten P. de Boer, Sheng Shen
Publicado 2018

Two-step machine learning enables optimized nanoparticle synthesis

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

Benchmarking the performance of Bayesian optimization across multiple experimental materials science domains

por Qiaohao Liang, Aldair E. Gongora, Zekun Ren, Armi Tiihonen, Zhe Liu, Shijing Sun, James R. Deneault, Daniil Bash, Flore Mekki-Berrada, Saif A. Khan, Kedar Hippalgaonkar, Benji Maruyama, Keith A. Brown, John Fisher III, Tonio Buonassisi
Publicado 2021

High thermoelectric performance enabled by convergence of nested conduction bands in Pb7Bi4Se13 with low thermal conductivity

por Lei Hu, Yue-Wen Fang, Feiyu Qin, Xun Cao, Xiaoxu Zhao, Yubo Luo, Durga Venkata Maheswar Repaka, Wenbo Luo, Ady Suwardi, Thomas Soldi, Umut Aydemir, Yizhong Huang, Zheng Liu, Kedar Hippalgaonkar, G. Jeffrey Snyder, Jianwei Xu, Qingyu Yan
Publicado 2021