Real-Time Physics Based Optimization

Accelerating simulations up to 1000x using physics-informed AI, enabling analysis-in-the-loop design optimization for industries worldwide.

Get Started
Fluid Simulation

Scroll Down

Physics Simulation

Our Mission

Revolutionizing design optimization through accelerated physics simulations

We design physics-informed AI models built around user requirements. Our models are trained on high-quality simulations or experimental data, yielding high precision at unprecedented speeds.

By combining deep physical understanding with cutting-edge AI, we enable design optimization that was previously impossible due to time and resource constraints.

1000x
Faster Simulations
$36.6B
Market by 2032
12%
Annual Growth

Our Solution

Inviscid AI revolutionizes simulation-based design by combining physics principles with advanced AI, dramatically accelerating optimization without sacrificing accuracy.

Traditional Approach

Time-consuming: Engineering simulations can take hours or days to complete a single iteration

Resource-intensive: Requires significant computational power and specialized infrastructure

Limited iterations: Practical constraints limit the number of design variations that can be tested

Wasted knowledge: Does not capitalize on previous, similar results

Inviscid AI Approach

Lightning fast: Up to 1000x faster than traditional simulations

Resource efficient: Runs on standard hardware with minimal infrastructure requirements

Real-time optimization: Test hundreds of designs in the time it would take to run one traditional simulation

Knowledge leverage: Learns from historical simulation data to improve accuracy and speed

Physics-Informed AI

Our AI models are constrained by physical laws, ensuring predictions always adhere to real-world physics principles. This approach combines the speed of AI with the reliability of scientific principles.

100%
Physics Compliance
95%+
Accuracy Rate

Real-Time Optimization

Transform your design process with analysis-in-the-loop capabilities. Get immediate feedback on design changes and explore vastly more options in a fraction of the time.

240x
Faster (avg.)
1000x
Faster (peak)

Adaptive Learning

Our models continually learn from new simulations, becoming more accurate and efficient over time. This creates a positive feedback loop that delivers ever-improving results.

3x
Improved Accuracy
2x
Prediction Range

Wide Application

Our technology applies across multiple industries including construction, server design, automotive, engineering, and energy sectors - anywhere simulation-based optimization is needed.

5+
Industries
12%
Market CAGR

Trusted By

Bosch
PUB
Aquaeasy
Beaver Edge AI

Real-World Case Studies

See how our physics-informed AI has transformed industries

Optimizing Vent Airflow

Construction Industry
Vent Airflow Optimization

Key Results

40% improved air circulation through optimized vent placement
30% reduction in stagnant air zones
More uniform temperature distribution across rooms
Accounted for localized weather conditions
Traditional Simulation
12 hours
With Inviscid AI
3 minutes
Speed Improvement
240x

Optimizing Sea Wall Defense

Coastal Engineering
Sea Wall Defense Optimization

Key Results

13% less initial structural stress on the sea wall
Improved wave dissipation through optimized design
Enhanced coastal protection during extreme weather events
Extended structural lifespan through reduced wear
Design Iterations
150+
Traditional Timeline
Weeks
With Inviscid AI
Hours

Water Forecast Model

National Water Agency
Water Forecast Model

Transformation

Replaced pure simulation with Physics Informed AI Model
Augmented prediction capabilities for improved forecasting
Doubled forecasting length with improved reliability
Increased forecast accuracy by 3x
Speed Improvement
600x
Forecast Range
2x
Accuracy
3x

Smart Shrimp Farming

Aquaculture Industry
Smart Shrimp Farming

Solution Development

Replacing manual monitoring with AI-powered system
Augmented fluid flow and water quality simulations
Integration with sensor data for real-time monitoring
Predictive disease outbreak prevention
Prevention Rate
85%+
Labor Reduction
70%
Yield Increase
28%

Our Team

Meet the experts behind our physics-informed AI technology

Kabir Jain

Kabir Jain

Founder

University of Oxford – Computer Science

International Olympiad in Artificial Intelligence Gold Medallist

Published at NeurIPS'24

Qiu Ziming

Qiu Ziming

Co-founder

NUS – Computer Science and Mathematics

YHSA (Asia) – First Place

Singapore Young Physicist Tournament Gold Medallist

Martin Koh

Martin Koh

Chief Physicist

University of Oxford - Physics

International Young Physicists' Tournament Gold Medallist

Published at Physica Scripta

Contact Us

Ready to accelerate your design optimization process?

Get In Touch

We're here to help you implement physics-informed AI solutions that dramatically speed up your simulation and design optimization processes.

reachkabirjain@gmail.com
+65 9066 0405
Singapore

Send Us a Message