Dr Smita Sahu
Summary
I'm an applied mathematician based in the School of Mathematics and Physics at Portsmouth. I came to batteries by a slightly roundabout route. My PhD, at Sapienza University of Rome as a Marie Curie Fellow, was on high-order numerical schemes for Hamilton–Jacobi equations, the maths behind optimal control and differential games. After that I taught at Durham for three years and then spent a year as an Assistant Research Professor at ShanghaiTech University in China.
In 2019 I joined Portsmouth as a Faraday Institution Research Fellow on the Multi-Scale Modelling project. That's where I started working on lithium-ion batteries, and it's where DandeLiion began: a solver for the Newman (DFN) model that is fast enough to run full-cell simulations almost instantly. I became a Lecturer in 2023 and a Senior Lecturer in 2024, and I'm now a Co-I on the current phase of the Faraday Institution Multi-Scale Modelling project, running to 2030.
Alongside the academic work, I co-founded DandeLiion Technologies Ltd, a spin-out from Southampton and Portsmouth, where I look after operations and model development. I'm also a Fellow of the Higher Education Academy, and I enjoy teaching as much as research.
Teaching responsibilities
I'm module coordinator for, and teach, two third-year modules: Nonlinear Dynamics M20725 and Statistical Learning M30920. I also supervise final-year projects in applied mathematics.
In 2023/24 and 2024/25 I was First Year Leader for mathematics
PhD students
- Daegyung Yoon (first supervisor)
- Joseph Petrassem De Sousa (second supervisor)
- Pasquale Conte (second supervisor)
Research outputs
2023
An Adaptive ANOVA Stochastic Galerkin Method for Partial Differential Equations with High-dimensional Random Inputs
Wang, G., Sahu, S., Liao, Q.
15 Dec 2023, In: Journal of Scientific Computing. 98, 1, 26p., 24
Research output: Article
Learning optimal forms of constitutive relations characterizing ion intercalation from data in mathematical models of lithium-ion batteries
Daniels, L., Sahu, S., Sanders, K. J., Goward, G. R., Foster, J. M., Protas, B.
7 Sep 2023, In: The Journal of Physical Chemistry C. 127, 35, p. 17508–17523, 16p., 35
Research output: Article
A continuum model for lithium plating and dendrite formation in lithium-ion batteries: Formulation and validation against experiment
Sahu, S., Foster, J.
1 Apr 2023, In: Journal of Energy Storage. 60, 12p., 106516
Research output: Article
2022
A continuum of physics-based lithium-ion battery models reviewed
Brosa Planella, F., AI, W., Boyce, A. M., Gosh, A., Korotkin, I., Sahu, S., Sulzar, V., Timms, R., Tranter, T. G., Zyskin, M., Edge, J. S., Foster, J. M., Marinescu, M., Wu, B., Richardson, G.
19 Jul 2022, In: Progress in Energy. 4, 4, 43p., 042003
Research output: Article
2021
On uncertainty quantification in the parametrization of Newman-type models of lithium-ion batteries
Escalante, J. M., Sahu, S., Foster, J., Protas, B.
11 Nov 2021, In: Journal of the Electrochemical Society. 168, 11, 110519
Research output: Article
DandeLiion v1: an extremely fast solver for the Newman model of lithium-ion battery (dis)charge
Korotkin, I., Sahu, S., O'Kane, S. E. J., Richardson, G., Foster, J.
24 Jun 2021, In: Journal of the Electrochemical Society. 168, 6, 060544
Research output: Article