Petros Koumoutsakos

21PUBLICATIONS
32CO-AUTHORS
Microelectromechanical systems (MEMS)Radiation therapyDeep learningNumerical solution of differential and integral equationsPredictive and prognostic markers
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Publications (21)

|May 05, 2026
Optimized mechano-fluidic metamaterials inspired by deep-sea sponges.

|Jul 02, 2025
Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss.

Michal Balcerak, Jonas Weidner, Petr Karnakov

|Oct 15, 2024
Generative learning for forecasting the dynamics of high-dimensional complex systems.

Han Gao, Sebastian Kaltenbach, Petros Koumoutsakos

|Jan 22, 2024
Solving inverse problems in physics by optimizing a discrete loss: Fast and accurate learning without neural networks.

Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

|Jul 24, 2023
Flow reconstruction by multiresolution optimization of a discrete loss with automatic differentiation.

Petr Karnakov, Sergey Litvinov, Petros Koumoutsakos

|Mar 23, 2022
Modelling glioma progression, mass effect and intracranial pressure in patient anatomy.

Jana Lipková, Bjoern Menze, Benedikt Wiestler

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Frequent Collaborators

2 joint publications

Matej Praprotnik

2 joint publications

Siddhartha Verma

2 joint publications

Benedikt Wiestler

2 joint publications

Constantine M Megaridis