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ORCIDKedar Hippalgaonkar
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2020 – today
- 2024
[j7]Ji Wei Yoon
, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan:
Explainable machine learning to enable high-throughput electrical conductivity optimization and discovery of doped conjugated polymers. Knowl. Based Syst. 295: 111812 (2024)- [j6]Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi, Eléonore Vissol-Gaudin, Haijun Yu, Kostya S. Novoselov, Kedar Hippalgaonkar, Qianxiao Li:
Constructing custom thermodynamics using deep learning. Nat. Comput. Sci. 4(1): 66-85 (2024) - [i8]Maung Thway, Jose Recatala-Gomez, Fun Siong Lim, Kedar Hippalgaonkar, Leonard W. T. Ng:
Battling Botpoop using GenAI for Higher Education: A Study of a Retrieval Augmented Generation Chatbots Impact on Learning. CoRR abs/2406.07796 (2024) - 2023
- [j5]Jin Da Tan, Balamurugan Ramalingam, Swee Liang Wong, Jayce Jian Wei Cheng, Yee-Fun Lim, Vijila Chellappan, Saif A. Khan, Jatin Kumar, Kedar Hippalgaonkar:
Transfer Learning of Full Molecular Weight Distributions via High-Throughput Computer-Controlled Polymerization. J. Chem. Inf. Model. 63(15): 4560-4573 (2023) - [c1]Eléonore Vissol-Gaudin, Yee-Fun Lim, Kedar Hippalgaonkar:
Optimising Ferroelectric Thin Films with Evolutionary Computation. GECCO Companion 2023: 783-786 - [i7]Ji Wei Yoon, Adithya Kumar, Pawan Kumar, Kedar Hippalgaonkar, J. Senthilnath, Vijila Chellappan:
Explainable machine learning to enable high-throughput electrical conductivity optimization of doped conjugated polymers. CoRR abs/2308.04103 (2023) - [i6]Xiaoli Chen, Beatrice W. Soh, Zi-En Ooi, Eléonore Vissol-Gaudin, Haijun Yu, Kostya S. Novoselov, Kedar Hippalgaonkar, Qianxiao Li:
Constructing Custom Thermodynamics Using Deep Learning. CoRR abs/2308.04119 (2023) - 2021
- [j4]Yee-Fun Lim, Chee Koon Ng, U. S. Vaitesswar, Kedar Hippalgaonkar:
Extrapolative Bayesian Optimization with Gaussian Process and Neural Network Ensemble Surrogate Models. Adv. Intell. Syst. 3(11): 2100101 (2021) - [j3]Yee-Fun Lim, Chee Koon Ng, U. S. Vaitesswar, Kedar Hippalgaonkar:
Extrapolative Bayesian Optimization with Gaussian Process and Neural Network Ensemble Surrogate Models. Adv. Intell. Syst. 3(11): 2170077 (2021) - [j2]Chee Kwan Gan, Yun Liu, Tze Chien Sum, Kedar Hippalgaonkar:
Efficacious symmetry-adapted atomic displacement method for lattice dynamical studies. Comput. Phys. Commun. 259: 107635 (2021) - [i5]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:
Benchmarking the Performance of Bayesian Optimization across Multiple Experimental Materials Science Domains. CoRR abs/2106.01309 (2021) - 2020
- [i4]Zekun Ren, Juhwan Noh, Siyu I. P. Tian, Felipe Oviedo, Guangzong Xing, Qiaohao Liang, Armin Aberle, Yi Liu, Qianxiao Li, Senthilnath Jayavelu, Kedar Hippalgaonkar, Yousung Jung, Tonio Buonassisi:
Inverse design of crystals using generalized invertible crystallographic representation. CoRR abs/2005.07609 (2020)
2010 – 2019
- 2018
- [i3]Juan Pablo Correa-Baena, Kedar Hippalgaonkar, Jeroen van Duren, Shaffiq Jaffer, Vijay Ramaseshan Chandrasekhar, Vladan Stevanovic, Cyrus Wadia, Supratik Guha, Tonio Buonassisi:
Accelerating Materials Development via Automation, Machine Learning, and High-Performance Computing. CoRR abs/1803.11246 (2018) - [i2]Léo Laugier, Daniil Bash, Jose Recatala, Hong Kuan Ng, Savitha Ramasamy, Chuan-Sheng Foo, Vijay Ramaseshan Chandrasekhar, Kedar Hippalgaonkar:
Predicting thermoelectric properties from crystal graphs and material descriptors - first application for functional materials. CoRR abs/1811.06219 (2018) - [i1]Minggang Zeng, Jatin Nitin Kumar, Zeng Zeng, Ramasamy Savitha, Vijay Ramaseshan Chandrasekhar, Kedar Hippalgaonkar:
Graph Convolutional Neural Networks for Polymers Property Prediction. CoRR abs/1811.06231 (2018)
2000 – 2009
- 2007
- [j1]Arijit Roy, Cher Ming Tan, Sean J. O'Shea, Kedar Hippalgaonkar, Wulf Hofbauer:
Room temperature observation of point defect on gold surface using thermovoltage mapping. Microelectron. Reliab. 47(9-11): 1580-1584 (2007)
Coauthor Index
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