Hemanth Saratchandran
Australian Institute for Machine Learning - Projects
Faculty of Sciences, Engineering and Technology
I am a mathematician primarily working in the areas of Artificial Intelligence, Deep Learning, Geometric Analysis and Topology.
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Appointments
Date Position Institution name 2020 - ongoing Laureate Research Associate University of Adelaide 2018 - 2019 Scientific Assistant (Wissenschaftlicher Mitarbeiter, TV-L 13, full time) University of Augsburg 2015 - 2018 Postdoctoral Research Fellow Beijing International Centre for Mathematical Research -
Language Competencies
Language Competency English Can read, write, speak, understand spoken and peer review -
Education
Date Institution name Country Title 2010 - 2015 Univeristy of Oxford United Kingdom Dphil 2006 - 2009 Australian National University Australia Bachelors of Advanced Science (with Honours) -
Research Interests
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Journals
Year Citation 2022 Milatovic, O., & Saratchandran, H. (2022). Generalized Ornstein–Uhlenbeck semigroups in weighted L<sup>p</sup>-spaces on Riemannian manifolds. Journal of Functional Analysis, 283(8), 62 pages.
2021 MacDonald, L., Mathai, V., & Saratchandran, H. (2021). On the Chern character in Higher Twisted K-theory and spherical T-duality. Communications in Mathematical Physics, 385(1), 331-368.
2021 Saratchandran, H. (2021). Essential self-adjointness of perturbed quadharmonic operators on Riemannian manifolds with an application to the separation problem. Mathematische Nachrichten, 294(5), 997-1044.
Scopus1 WoS12021 Milatovic, O., & Saratchandran, H. (2021). Essential Self-Adjointness of Perturbed Biharmonic Operators via Conformally Transformed Metrics. Potential Analysis, 56(4), 623-647.
2019 Saratchandran, H. (2019). Higher order Seiberg–Witten functionals and their associated gradient flows. Manuscripta Mathematica, 160(3-4), 411-481.
Scopus1 WoS12019 Milatovic, O., & Saratchandran, H. (2019). Inequalities and separation for covariant Schrödinger operators. Journal of Geometry and Physics, 138, 215-222.
Scopus2 WoS22018 Saratchandran, H. (2018). Finite volume hyperbolic complements of 2-tori and Klein bottles in closed smooth simply connected 4-manifolds. New York Journal of Mathematics, 24, 443-450.
Scopus1 WoS12017 Bandara, L., & Saratchandran, H. (2017). Essential self-adjointness of powers of first-order differential operators on non-compact manifolds with low-regularity metrics. Journal of Functional Analysis, 273(12), 3719-3758.
Scopus6 WoS52016 Saratchandran, H. (2016). Kirby diagrams and the Ratcliffe-Tschantz hyperbolic 4-manifolds. Topology and its Applications, 202, 301-317.
Scopus1 WoS1Saratchandran, H. (n.d.). A four dimensional hyperbolic link complement in a standard $S^4$. Saratchandran, H. (n.d.). A four dimensional hyperbolic link complement in a standard $S^2 \times
S^2$.Saratchandran, H. (n.d.). Complements of tori in $\#_{2k}S^2 \times S^2$ that admit a hyperbolic
structure.Bandara, L., Goffeng, M., & Saratchandran, H. (n.d.). Realisations of elliptic operators on compact manifolds with boundary. Saratchandran, H., Zhang, J., & Zhang, P. (n.d.). A new higher order Yang--Mills--Higgs flow in Riemannian $4$-manifold. Hochs, P., & Saratchandran, H. (n.d.). Equivariant analytic torsion for proper actions. Ramasinghe, S., MacDonald, L., Farazi, M., Saratchandran, H., & Lucey, S. (n.d.). How You Start Matters for Generalization.
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