Ivan S. Novikov

Identifiers

• name variant Ivan S. Novikov 0.60 · backfill

Papers (4)

1. Active learning of collinear magnetic Moment Tensor Potentials using the spin-MLIP package from soft-constrained spin-polarized DFT calculations: a case study of Fe-Pd cond-mat.mtrl-sci · 2026 · author #4
2. Long-range machine-learning potentials with environment-dependent charges enable predicting LO-TO splitting and dielectric constants physics.comp-ph · 2026 · author #3
3. Improving accuracy of interatomic potentials: more physics or more data? A case study of silica physics.comp-ph · 2018 · author #1
4. Automated Calculation of Thermal Rate Coefficients using Ring Polymer Molecular Dynamics and Machine-Learning Interatomic Potentials with Active Learning physics.chem-ph · 2018 · author #1

Mentions

• 2603.06396 #3 · arxiv_oai · confidence 0.70 Ivan S. Novikov
• 2605.26897 #4 · arxiv_oai · confidence 0.70 Ivan S. Novikov

Frequent Coauthors

• Alexander V. Shapeev 3 shared papers
• Alexey S. Kotykhov 1 shared papers
• Arseniy Burov 1 shared papers
• Dmitry A. Aksyonov 1 shared papers
• Dmitry Korogod 1 shared papers
• Vladimir V. Ladygin 1 shared papers
• Yury V. Suleimanov 1 shared papers