Manasa Kaniselvan

According to our database, Manasa Kaniselvan authored at least 9 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Acceleration of Atomistic NEGF: Algorithms, Parallelization, and Machine Learning.

Mathieu Luisier, Nicolas Vetsch, Alexander Maeder, Vincent Maillou, Anders Winka, Leonard Deuschle, Chen Hao Xia, Manasa Kaniselvan, Marko Mladenovic, Jiang Cao, Alexandros Nikolaos Ziogas

CoRR, February, 2026

2025

Reinforcement Learning Improves Traversal of Hierarchical Knowledge in LLMs.

Renfei Zhang, Manasa Kaniselvan, Niloofar Mireshghallah

CoRR, November, 2025

Enhancing Diffusion-Based Sampling with Molecular Collective Variables.

Juno Nam, Bálint Máté, Artur P. Toshev, Manasa Kaniselvan, Rafael Gómez-Bombarelli, Ricky T. Q. Chen, Brandon M. Wood, Guan-Horng Liu, Benjamin Kurt Miller

CoRR, October, 2025

Learning from the electronic structure of molecules across the periodic table.

Manasa Kaniselvan, Benjamin Kurt Miller, Meng Gao, Juno Nam, Daniel S. Levine

CoRR, October, 2025

Distributed Equivariant Graph Neural Networks for Large-Scale Electronic Structure Prediction.

Manasa Kaniselvan, Alexander Maeder, Chen Hao Xia, Alexandros Nikolaos Ziogas, Mathieu Luisier

CoRR, July, 2025

Learning the Electronic Hamiltonian of Large Atomic Structures.

Chen Hao Xia, Manasa Kaniselvan, Alexandros Nikolaos Ziogas, Marko Mladenovic, Rayen Mahjoub, Alexander Maeder, Mathieu Luisier

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Single Neuromorphic Memristor closely Emulates Multiple Synaptic Mechanisms for Energy Efficient Neural Networks.

Christoph Weilenmann, Alexandros Nikolaos Ziogas, Till Zellweger, Kevin Portner, Marko Mladenovic, Manasa Kaniselvan, Timoleon Moraitis, Mathieu Luisier, Alexandros Emboras

CoRR, 2024

Accelerated Atomistic Kinetic Monte Carlo Simulations of Resistive Memory Arrays.

Manasa Kaniselvan, Alexander Maeder, Marko Mladenovic, Mathieu Luisier, Alexandros Nikolaos Ziogas

Proceedings of the International Conference for High Performance Computing, 2024

Insights behind multi-level conductance transitions in HfOx memristors.

Manasa Kaniselvan, Marko Mladenovic, Jente Clarysse, Kevin Portner, Mathieu Luisier

Proceedings of the Device Research Conference, 2024