Grisha // Portfolio

First-generation cognitive cyberware for education, medicine, and art

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Blog

Fault Tolerance Exhibition

An exhibition exploring failures in software, hardware and wetware.

Designing Immune Receptors

The surfaces of white blood cells are covered in receptors that act as three-dimensional puzzle pieces that only match proteins that are not native to the body.

Brutalism and Pencil Shaders

An experiment in pencil shaders in brutalist environments in Unity.

Exploring High-dimensional Point Clouds

An app to explore high-dimensional point clouds.

Interactive Dynamical Systems

Using interactive features in Julia and WebGL to explore qualitative behaviours in dynamical systems.

Publications

Caballero-Mancebo, S., Shinde, R., Bolger-Munro, M., Peruzzo, M., Szep, G., Steccari, I., Labrousse-Arias, D., Zheden, V., Merrin, J., Callan-Jones, A. (2024). Friction forces determine cytoplasmic reorganization and shape changes of ascidian oocytes upon fertilization . Nature Physics, 1-12.
Coppard, V., Szep, G., Georgieva, Z., Howlett, S., Jarvis, L., Rainbow, D., Suchanek, O., Needham, E., Mousa, H., Menon, D. (2024). FlowAtlas.jl: an interactive tool bridging FlowJo with computational tools in Julia . Frontiers in Immunology, 15, 1664-3224.
Cornwall, L., Szep, G., Day, J., Krishnan, S., Carter, D., Blundell, J., Wollman, L., Dalchau, N., Sim, A. (2023). Fine-tuned protein language models capture T cell receptor stochasticity . NeurIPS 2023 Generative AI and Biology (GenBio) Workshop.
Trioni, A., Peruzzo, M., Hassani Bijarbooneh, F., Szep, G., Redchenko, E., Zemlicka, M., Fink, J. (2022). Geometric Superinductance Qubits: Controlling Phase Delocalization across a Single Josephson Junction . APS March Meeting Abstracts, M41.011.
Szep, G. (2022). Inferring Bifurcations between Phenotypes . PhD Thesis.
Peruzzo, M., Hassani, F., Szep, G., Trioni, A., Redchenko, E., Zemlička, M., Fink, J. (2021). Geometric superinductance qubits: Controlling phase delocalization across a single Josephson junction . PRX Quantum, 2(4), 040341.
Szep, G., Dalchau, N., Csikász-Nagy, A. (2021). Parameter inference with bifurcation diagrams . Advances in Neural Information Processing Systems, 34, 5620-5630.
Grant, P., Szep, G., Patange, O., Halatek, J., Coppard, V., Csikász-Nagy, A., Haseloff, J., Locke, J., Dalchau, N., Phillips, A. (2020). Interpretation of morphogen gradients by a synthetic bistable circuit . Nature communications, 11(1), 5545.
Dalchau, N., Szép, G., Hernansaiz-Ballesteros, R., Barnes, C., Cardelli, L., Phillips, A., Csikász-Nagy, A. (2018). Computing with biological switches and clocks . Natural computing, 17(4), 761-779.
Mueller, J., Szep, G., Nemethova, M., De Vries, I., Lieber, A., Winkler, C., Kruse, K., Small, J., Schmeiser, C., Keren, K. (2017). Load adaptation of lamellipodial actin networks . Cell, 171(1), 188-200.e16.
Szep, G. (2015). Angular dependence of molecular current-voltage characteristics . MSci Thesis.