Publications

Atish Dixit, Alexandros D. Keros, S. Mishra, B. Rowlinson, J. Cole, S. Ramamoorthy, Themis Prodromakis (2026). Unifying Digital Discovery of Electronic Materials with EMOS. Research Square preprint.

Cristian Sestito, Panagiota Kontou, Pratibha Verma, Atish Dixit, Alexandros D. Keros, Michael O'Boyle, Christos-Savvas Bouganis, Themis Prodromakis (2026). A flexible language model-assisted electronic design automation framework. arXiv preprint arXiv:2601.14098.

Atish Dixit, Ahmed H Elsheikh (2023). Robust optimal well control using an adaptive multigrid reinforcement learning framework. Mathematical Geosciences.

Atish Dixit, Ahmed H. Elsheikh (2022). A Multilevel Reinforcement Learning Framework for PDE based Control. In SC.

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Atish Dixit, Ahmed H Elsheikh (2022). Stochastic optimal well control in subsurface reservoirs using reinforcement learning. Engineering Applications of Artificial Intelligence.

A Dixit, A Elsheikh (2022). Robust Well-Production Control Using Surrogate Assisted Reinforcement Learning. ECMOR 2022.

Atish Dixit, Ahmed Elsheikh (2022). A Multilevel Reinforcement Learning Framework for PDE-based Control. arXiv preprint arXiv:2210.08400.

Atish Dixit (2019). A Multilevel Reinforcement Learning Framework for PDE-based Control.

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Atish Dixit, Upender Gade (2015). A case study on human bio-heat transfer and thermal comfort within CFD. Building and Environment.

Sandip Pawar, Upender Rao Gade, Atish Dixit, Suresh Babu Tadigadapa, Sambhaji Jaybhay (2014). Evaluation of cabin comfort in air conditioned buses using CFD.