Publications

S. Khodakarami, V. Oommen, A. Bora, G.E. Karniadakis. Mitigating spectral bias in neural operators via high-frequency scaling for physical systems. 2025. https://arxiv.org/abs/2503.13695

Conference Presentations

S. Khodakarami, V. Oommen, A. Bora, G.E. Karniadakis. Mitigating spectral bias in neural operators with high-frequency scaling. 18th USNCCM. July 20-24, 2025. (Oral Presentation)

J. Hunter West, Alexander Ceperley, Vardhan Vydyula, Justin A. Weibel. Synchronous Through-Substrate High-Speed Visual and Infrared Observation of Flow Boiling in a Rectangular Channel. ASME SHTC 2025. July 8-10, 2025. (Oral Presentation)

K. N. R. Sinha, P. V. Vydyula, J. A. Weibel. A deep learning approach for heat flux partitioning analysis of pool boiling using through-substrate infrared thermography. ASME SHTC 2025. July 8-10, 2025. (Oral Presentation)

P.V. Vydyula, M. Bongarala, J.A. Weibel. Extrapolated Prediction of Pool Boiling Critical Heat Flux Through Modeling the Local Maximum in the Nucleate Boiling Curve. ASME SHTC 2025. July 8-10, 2025. (Oral Presentation)

P.V. Vydyula, M. Bongarala, J.A. Weibel. A Modeling Framework for Nucleate Pool Boiling Based on Heat Flux Partitioning. ASME SHTC 2025. July 8-10, 2025. (Poster Presentation)

Aaditya Sakrikar, Raghav Rajeev, Satish Kumar. Physics-informed Neural Network for bubble rise in two-phase flows. Micro Flow and Interfacial Phenomena. June 16-18, 2025. (Oral Presentation)

F. Naderi, T.H. Phan, L. Pirnstill, and C.R. Kharangate. Physics-Informed Neural Network Framework for Inverse Modeling of Two-Phase Boiling. Micro Flow and Interfacial Phenomena. June 16-18, 2025. (Poster Presentation)

Allison Davis, Michael Spadaro, Xiaoyu Ji, Yezhi Zhen, Minami Yoda, Fengqing Zhu. Noise-free Structured-Illumination Reconstruction of Pool Boiling Images. CVPR 2025 CV4Science Workshop. June 11-15, 2025. (Poster Presentation)

Thanh Hoang Phan, Logan Pirnstill, Jiayuan Li, Chirag Kharangate. Predicting Flow Boiling Heat Transfer Coefficient Utilizing Physics-Informed Machine Learning Model. IEEE ITherm 2025. May 27-30, 2025. (Poster Presentation)

Forouzan Naderi, Farshad Barghi Golezani, Chirag Kharangate. Enhancing Thermal Management through Deep Learning-Based Analysis of Bubble Dynamics in Flow Boiling. IEEE ITherm 2025 Conference. May 27-30, 2025. (Poster Presentation)