IIT Hyderabad has launched two new MTech programmes in its Department of Chemical Engineering — MTech in AI/ML in Chemical Engineering and MTech in Computational Chemical Engineering. Both programmes are designed to prepare engineering graduates for emerging roles in process industries by integrating core chemical engineering with artificial intelligence, data science, and advanced computational modelling.
The MTech in AI/ML in Chemical Engineering is described by IIT Hyderabad as India’s first programme of its kind, combining chemical engineering fundamentals with machine learning and data-driven approaches. The Computational Chemical Engineering programme focuses on multiscale modelling and simulation, covering subjects from computational fluid dynamics to molecular modelling. Together, the two programmes reflect the growing demand for engineers who can apply AI and computational tools to industrial challenges in energy, pharmaceuticals, and manufacturing.
IIT Hyderabad New MTech Programmes 2026: Key Details and Curriculum
MTech in AI/ML in Chemical Engineering
This programme integrates core chemical engineering with artificial intelligence, machine learning, and data-driven modelling. IIT Hyderabad has positioned it as India’s first such postgraduate offering.
What the Curriculum Covers
The curriculum trains students to apply advanced algorithms and analytics to real-world engineering problems, including:
- Process optimisation
- Materials discovery
- Reaction engineering
- Smart manufacturing
- Sustainable energy systems
The programme is specifically aimed at equipping students with analytical and computational skills applicable to technology-driven manufacturing and energy sectors.
MTech in Computational Chemical Engineering
This programme focuses on multiscale modelling and simulation of chemical processes, combining chemical engineering with mathematics and computing.
Subjects Covered
- Computational thermodynamics
- Computational fluid dynamics (CFD)
- Molecular modelling
- Reaction modelling
- Numerical optimisation
The institute has stated that the programme will emphasise simulation-based learning and the use of advanced computational tools used in modern engineering analysis.
Side-by-Side Comparison of Both Programmes
| Feature | MTech in AI/ML in Chemical Engineering | MTech in Computational Chemical Engineering |
|---|---|---|
| Core Focus | AI, ML, and data-driven modelling | Multiscale modelling and simulation |
| Key Subjects | Algorithms, process optimisation, smart manufacturing | CFD, molecular modelling, computational thermodynamics |
| Unique Distinction | India’s first of its kind | Simulation-based learning emphasis |
| Industry Sectors | Energy, advanced manufacturing, technology | Chemicals, pharmaceuticals, digital manufacturing |
| Common Features | Research component, hands-on training, industry interaction | Research component, hands-on training, industry interaction |
Career Opportunities After These Programmes
Both programmes include research components, hands-on computational training, and direct industry interaction. According to IIT Hyderabad, graduates will be equipped for roles in sectors such as:
- Chemicals and petrochemicals
- Pharmaceuticals
- Energy (conventional and renewable)
- Advanced materials
- Digital and smart manufacturing
The programmes are built around the growing integration of AI and computational techniques in chemical and process engineering, particularly in areas involving data-driven industrial operations and process optimisation.
