Scientific-ML Bootcamp

Build Physics-Grounded
ML Models

Work on impactful research projects. Present at top-tier venues. Convert your projects into publications with guidance from Global Mentors and Researchers.

Enroll Now View Syllabus

Transition to ML

Master SciML from scratch

Hands-on Projects

Domain specific real-life code

Convert to Papers

Publish at top-tier venues

Global Mentors

Learn from the best

Why Join This Bootcamp?

A guided journey from foundations to publication, designed for students, researchers, and professionals.

Start from Basics

No prior knowledge needed. We start from scratch and build up to advanced SciML concepts.

Learn from Global Mentors

Direct mentorship from researchers at the world's best university.

Physics-Grounded AI

Go beyond black-box ML. Learn to integrate physical laws into your models (PINNs, Neural ODEs).

Master Julia

Gain proficiency in Julia, the high-performance language preferred for scientific computing.

Publishing Roadmap

Learn the art of converting code into research papers suitable for top-tier journals.

Career Impact

Build a portfolio that stands out for PhD applications and R&D roles in industry.

Curriculum: Foundations to Discovery

A comprehensive 10-week program covering theory, code, and application.

Week 1-2

Julia & SciML Foundations

Mastering Julia for scientific computing and introduction to differential equations.

  • Julia Basics
  • DifferentialEquations.jl
  • Modeling Physics
  • Numerical Solvers
Week 3-4

Scientific Machine Learning

Merging physics with machine learning. Solving inverse problems.

  • Universal Differential Equations
  • Adjoint Methods
  • Parameter Estimation
  • Sparse Identification
Week 5-7

Neural Operators & PINNs

Advanced techniques for solving PDEs and operator learning.

  • Physics-Informed Neural Networks
  • DeepONet
  • Fourier Neural Operators
  • Fluid Dynamics
Week 8-10

Capstone Research Project

Apply your knowledge to a novel research problem. Write and submit a paper.

  • Problem Selection
  • Implementation
  • Ablation Studies
  • Paper Writing

Invest in your Research Career

Join a community of elite researchers and builders.

Student Researcher
Rs. 50k
By AIAI Mentors
  • 10-Week Live Cohort
  • Full Code Repository Access
  • Peer Code Reviews
  • Certificate of Completion
Enroll Now