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1

Solving PDEs in Python : The FEniCS Tutorial I
Hans Petter Langtangen ; Anders Logg ; Hans Petter Langtangen ; et al.

Computers
E-Book
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2

Solving PDEs in Python: The FEniCS Tutorial I
Langtangen, Hans Petter ; Logg, Anders ; Langtangen, Hans Petter ; et al.
2016_Book_SolvingPDEsInPython.pdf

thema EDItEUR::U Computi... computer science thema EDItEUR::U Computi... algorithms programming Software Engineering/Pro... …
Buch
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3

py-pde: A Python package for solving partial differential equations.
David Zwicker
J. Open Source Softw.. 5(48):2158-2158

Fachzeitschrift
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4

Solving PDEs in Python
Hans Petter Langtangen ; Anders Logg ; Hans Petter Langtangen ; et al.

Buch
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5

Solving ordinary differential equation using artificial neural network.
Solikhin, Mukhammad ; Ro'uf, Ikhsan Abdul
AIP Conference Proceedings; 2025, Vol. 3446 Issue 1, p1-7, 7p

ORDINARY differential eq... ARTIFICIAL neural networ... MATHEMATICAL models DEEP learning PREDICTION models MACHINE learning …
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6

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7

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8

Introducing students to research codes: A short course on solving partial differential equations in Python.
Inguva, Pavan ; Bhute, Vijesh J. ; Cheng, Thomas N.H. ; et al.
Education for Chemical Engineers. Jul2021, Vol. 36, p1-11. 11p.

Student research Focus groups Student engagement Numerical analysis Python programming langu...
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9

SeeMPS: A Python-based Matrix Product State and Tensor Train Library
García-Molina, Paula ; Rodríguez-Aldavero, Juan José ; Gidi, Jorge ; et al.

Quantum Physics Numerical Analysis
Report
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10

A Comparative Study of Hybrid Analytical and Laplace Transform Approaches for Solving Partial Differential Equations in Python.
Jalili, P. ; Mahboob, M. ; Shateri, A. ; et al.
International Journal of Engineering Transactions B: Applications; Feb2024, Vol. 37 Issue 2, p352-364, 13p

LAPLACE transformation NONLINEAR differential e... PARTIAL differential equ... DISCRETIZATION methods WAVE equation NONLINEAR equations …
Fachzeitschrift
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11

Using Python to Solve Partial Differential Equations
Mardal, Kent-Andre ; Skavhaug, Ola ; Lines, Glenn T. ; et al.
Computing in Science & Engineering Comput. Sci. Eng. Computing in Science & Engineering. 9(3):48-51 Jun, 2007

Fachzeitschrift
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12

Reinforcement Learning
Model-Based Reinforcement Learning. Dec 08, 2022

Buch
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13

PSE simulation environment for the real-time simulation and control of mechatronic systems
Fabo, Peter ; Skovajsa, Martin ; Pepucha, Lubomir
2016 17th International Conference on Mechatronics - Mechatronika (ME) Mechatronics - Mechatronika (ME), 2016 17th International Conference on. :1-5 Dec, 2016

Konferenz
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14

DeepXDE: A Deep Learning Library for Solving Differential Equations.
Lu Lu ; Xuhui Meng ; Zhiping Mao ; et al.
SIAM Review; 2021, Vol. 63 Issue 1, p208-227, 21p

DIFFERENTIAL equations INVERSE problems PARTIAL differential equ... INTEGRO-differential equ... AUTOMATIC differentiatio... PYTHON programming langu... …
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15

Semi-analytical modeling of compact flow with mass and heat exchange: a python-based approach
Davood Domiri Ganji ; Fateme Nadalinia Chari ; Mehdi Mahboobtosi
International Journal of Thermofluids, Vol 29, Iss , Pp 101336- (2025)

AGM DTM Semi-analytical methods Squeezing parameter Python Heat …
Fachzeitschrift
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16

A deep learning approach: Physics-informed neural networks for solving the 2D nonlinear Sine–Gordon equation
Alemayehu Tamirie Deresse ; Tamirat Temesgen Dufera
Results in Applied Mathematics, Vol 25, Iss , Pp 100532- (2025)

Neural networks Physics-informed neural... Nonlinear 2D Sine–Gordon... Boundary conditions Mathematics QA1-939
Fachzeitschrift
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18

AI-Augmented Finite Difference Methods for Solving PDES: Advancing Numerical Solutions in Mathematical Modeling
Joshua OKWUWE ; Oladayo Emmanuel ODUSELU-HASSAN
Asian Journal of Mathematics and Computer Research. 31:56-67

Fachzeitschrift
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19

Advances in physics-informed neural networks for solving complex partial differential equations and their engineering applications: A systematic review.
Guo, Jiangtao ; Zhu, Hao ; Yang, Yujie ; et al.
Engineering Applications of Artificial Intelligence. Dec2025:Part B, Vol. 161, pN.PAG-N.PAG. 1p.

PARTIAL differential equ... DEEP learning INDUSTRIAL applications MATHEMATICAL optimizatio... APPLIED sciences MACHINE learning …
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20

Comparative Analysis of Deep Galerkin Method and Finite Difference Method for Solving PDEs in Portfolio Optimization
Manamela, William ; Takaidza, Isaac ; Sonono, Masimba Energy ; et al.

Deep Learning Merton-Portfolio problem Hamiltonian-Jacobi-Bellm... Finite Difference Method... Deep Garlekin Method
Dissertation
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