Roman V. Krems

According to our database, Roman V. Krems authored at least 5 papers between 2022 and 2023.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2023

Neural network Gaussian processes as efficient models of potential energy surfaces for polyatomic molecules.

J. Dai, Roman V. Krems

Mach. Learn. Sci. Technol., December, 2023

Efficient interpolation of molecular properties across chemical compound space with low-dimensional descriptors.

Yun-Wen Mao, Roman V. Krems

CoRR, 2023

2022

Gradient domain machine learning with composite kernels: improving the accuracy of PES and force fields for large molecules.

Kasra Asnaashari, Roman V. Krems

Mach. Learn. Sci. Technol., 2022

Universal expressiveness of variational quantum classifiers and quantum kernels for support vector machines.

Jonas Jäger, Roman V. Krems

CoRR, 2022

Optimal quantum kernels for small data classification.

Elham Torabian, Roman V. Krems

CoRR, 2022