---
title: Energy Innovation with Physics-Driven AI | SoftServe
description: Physics-based AI and NVIDIA Modulus monitors oil well flows in real-time while improving equipment life and profitability.
image: https://info.softserveinc.com/hubfs/2024/campaigns/leverage-physics-driven-ai-for-energy-innovation/physics-informed-ai-for-energy-innovation.png
---

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# ![leverage-physics-driven-ai-for-energy-innovation](https://info.softserveinc.com/hs-fs/hubfs/2024/campaigns/leverage-physics-driven-ai-for-energy-innovation/leverage-physics-driven-ai-for-energy-innovation.png?width=1080&height=860&name=leverage-physics-driven-ai-for-energy-innovation.png "leverage-physics-driven-ai-for-energy-innovation")

[DOWNLOAD](https://info.softserveinc.com/leverage-physics-driven-ai-for-energy-innovation#contact-form)

## Physics-Informed Neural Networks combine the laws of physics with machine learning

From the orbits of planets to the flow of electricity, the laws of physics govern everything. Our white paper explores the application of these principles in AI/ML through Physics-Informed Neural Networks (PINNs).

Learn how PINNs, along with the high-performance computing power of NVIDIA, are optimizing the energy sector.

### DOWNLOAD THE WHITE PAPER TO LEARN MORE

![leverage-physics-driven-ai-for-energy-innovation-web](https://info.softserveinc.com/hs-fs/hubfs/2024/campaigns/leverage-physics-driven-ai-for-energy-innovation/leverage-physics-driven-ai-for-energy-innovation-web.png?width=1698&name=leverage-physics-driven-ai-for-energy-innovation-web.png "leverage-physics-driven-ai-for-energy-innovation-web")

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