Stefan Knecht

@kinnhaenger
36 Followers
16 Following
26 Posts
Interests: quantum chemistry, quantum computing, heavy elements, relativistic QC,
Affiliation: Algorithmiq & ETH Zürich
Located in Aschaffenburg
Passionate tennis player, loves a good run
#compchem Good read: Automated Active Space Selection with Dipole Moments https://doi.org/10.1021/acs.jctc.2c01128
"Accelerating Reaction Network Explorations with Automated Reaction Template Extraction and Application" freshly available on ChemRxiv
https://doi.org/10.26434/chemrxiv-2023-lgnrm #preprint #compchem
Accelerating Reaction Network Explorations with Automated Reaction Template Extraction and Application

The autonomous exploration of chemical reaction networks with first-principles methods generates vast amounts of data. Especially explorations that explore reaction networks autonomously and without tight constraints run the risk of exploring regions of reaction space that are not of interest. Consequently, the required human time for analysis and computer time for data generation can make these explorations unfeasible. Here, we show how an automated extraction of reaction templates can facilitate the transfer of chemical knowledge from existing data. This process significantly accelerates reaction network explorations and improves cost-effectiveness. The reaction templates allow for a simple steering mechanism in autonomous reaction network explorations, which we exemplify with a polymerization reaction. We discuss definitions of reaction templates and their generation based on molecular graphs. Graph matching and sub-graph searches based on molecular graphs and reaction templates may allow data clustering and new analyses of the generated reaction network.

ChemRxiv
this is what happens when you don’t recycle your pizza boxes
Being a dual scientist / entrepreneur is a lot of joy. Stressful at times and complex, but I think being involved in how the technology of your lab develops outside of it has been one of the fun parts of my ride as an academic.
Our group has been awarded a grant to research quantum inspired algortihms based on tensor networks. We will soon publish a job offer to start ASAP. Interested candidates with a strong programming background please contact me.
Tenure track position (group leader) in EPR/NMR spectroscopy at Helmholtz Zentrum Berlin, apply by January 15 https://recruitingapp-5181.de.umantis.com/Vacancies/1904/Description/2?lang=eng #NMRjobs #NMRchat #NMR #EPR @nmrchat
HZB-Stellenausschreibung

Helmholtz-Zentrum Berlin Stellenausschreibung

Quantum Computing and Bonsai tree 🌳 gardening 👨‍🌾? Find out what’s behind that in our latest work led by the amazing Aaron Miller. 🚀 https://arxiv.org/abs/2212.09731
The Bonsai algorithm: grow your own fermion-to-qubit mapping

Fermion-to-qubit mappings are used to represent fermionic modes on quantum computers, an essential first step in many quantum algorithms for electronic structure calculations. In this work, we present a formalism to design flexible fermion-to-qubit mappings from ternary trees. We discuss in an intuitive manner the connection between the generating trees' structure and certain properties of the resulting mapping, such as Pauli weight and the delocalisation of mode occupation. Moreover, we introduce a recipe that guarantees Fock basis states are mapped to computational basis states in qubit space, a desirable property for many applications in quantum computing. Based on this formalism, we introduce the Bonsai algorithm, which takes as input the potentially limited topology of the qubit connectivity of a quantum device and returns a tailored fermion-to-qubit mapping that reduces the SWAP overhead with respect to other paradigmatic mappings. We illustrate the algorithm by producing mappings for the heavy-hexagon topology widely used in IBM quantum computers. The resulting mappings have a favourable Pauli weight scaling $\mathcal{O}(\sqrt{N})$ on this connectivity, while ensuring that no SWAP gates are necessary for single excitation operations.

arXiv.org

Proud that #Argentina won the World Cup. Why? It is a victory for the #GlobalSouth , for #LatinAmerica , and it aids to remind us that talent comes from all over the world. It als lo culminates #messi ’s career so nicely.

#Argentina2022 #worldcup

We are excited to be here! Now we just have to figure out how this works ;o)