Maxim S. Panov

St Petersburg University — Russia

Chemistry · Physical Sciences

21h-index1.3kcitations137works1.62yr avg
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Research Topics

Electrochemical Analysis and Applications(26), Electrochemical sensors and biosensors(24), Analytical Chemistry and Sensors(18), Photoreceptor and optogenetics research(16), Laser-Ablation Synthesis of Nanoparticles(14)

Publications137 total

Noise Sources and Strategies for Signal Quality Improvement in Biological Imaging: A Review Focused on Calcium and Cell Membrane Voltage Imaging
Biosensors·2026Open Access
Who to Trust? Aggregating Client Knowledge in Logit-Based Federated Learning
arXiv (Cornell University)·2025Open Access
Semirational Protein Engineering Yields Archaerhodopsin-3-Based Fluorescent Genetically Encoded Voltage Indicators with Enhanced Brightness and Red Shifted Absorption Bands
Chem & Bio Engineering·2025· 1 citedOpen Access
Synthesis of Fluorescent 2‐(Pyrano[3,2‐<i>c</i>]chromene‐5‐yl)Acetic Acids From Chromone‐Containing Acrylic Acids
Journal of Heterocyclic Chemistry·2025
Uncertainty-Aware Attention Heads: Efficient Unsupervised Uncertainty Quantification for LLMs
arXiv (Cornell University)·2025Open Access
Uncertainty-aware abstention in medical diagnosis based on medical texts
arXiv (Cornell University)·2025Open Access
Rectifying Conformity Scores for Better Conditional Coverage
arXiv (Cornell University)·2025Open Access
Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models
arXiv (Cornell University)·2025Open Access
Fast direct laser writing of flexible graphene/gold electrodes for simultaneous detection of dopamine and paracetamol
SSRN Electronic Journal·2025Open Access
Unconditional Truthfulness: Learning Unconditional Uncertainty of Large Language Models
2025Open Access
Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models
2025Open Access
Learning Confident Classifiers in the Presence of Label Noise
Society for Industrial and Applied Mathematics eBooks·2025
Fast Direct Laser Writing of Flexible Graphene/Gold Electrodes for Simultaneous Detection of Dopamine and Paracetamol
SSRN Electronic Journal·2025Open Access
Uncertainty Quantification for Large Language Models
2025Open Access
Ruthenium-based microstructures modified by gold particles as composite electrode material for non-enzymatic epinephrine detection
Microchemical Journal·2024· 2 cited
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning
2024· 3 citedOpen Access
Probabilistic Conformal Prediction with Approximate Conditional Validity
arXiv (Cornell University)·2024Open Access
Rational Design of Far-Red Archaerhodopsin-3-Based Fluorescent Genetically Encoded Voltage Indicators: from Elucidation of the Fluorescence Mechanism in Archers to Novel Red-Shifted Variants
ACS Physical Chemistry Au·2024· 6 citedOpen Access
Generalization error of spectral algorithms
arXiv (Cornell University)·2024Open Access
Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Ilya I. Tumkin(23), Andrey S. Mereshchenko(19), Mikhail N. Ryazantsev(18), Evgeniia M. Khairullina(18), Vladimir A. Kochemirovsky(15), Alexander N. Tarnovsky(8), M. Yu. Skripkin(8), Dmitrii M. Nikolaev(7), Andrey A. Shtyrov(6), Yu. S. Tver’yanovich(5), Ирина А. Балова(5), Dmitry Gordeychuk(5), Artem Shelmanov(5), Alexander Panchenko(5), Lev Logunov(5), R. Marshall Wilson(4), Alexandra V. Smikhovskaia(4), Andrey V. Vasin(4), Akim Tsvigun(4), Aleksandra Levshakova(4)