Skolkovo Institute of Science and Technology

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#	Title	Journal	Year	Citations
1	Quantum machine learning	Nature	2017	1,973
2	CellProfiler 3.0: Next-generation image processing for biology	PLoS Biology	2018	1,547
3	High electron mobility, quantum Hall effect and anomalous optical response in atomically thin InSe	Nature Nanotechnology	2017	996
4	Discovery and Functional Characterization of Diverse Class 2 CRISPR-Cas Systems	Molecular Cell	2015	971
5	Genome editing with Cas9 in adult mice corrects a disease mutation and phenotype	Nature Biotechnology	2014	823
6	Water electrolysis on La1−xSrxCoO3−δ perovskite electrocatalysts	Nature Communications	2016	800
7	Consensus statement for stability assessment and reporting for perovskite photovoltaics based on ISOS procedures	Nature Energy	2020	797
8	Diversity and evolution of class 2 CRISPR–Cas systems	Nature Reviews Microbiology	2017	792
9	Multiplex gene editing by CRISPR–Cpf1 using a single crRNA array	Nature Biotechnology	2017	736
10	Therapeutic genome editing by combined viral and non-viral delivery of CRISPR system components in vivo	Nature Biotechnology	2016	732
11	HOCOMOCO: towards a complete collection of transcription factor binding models for human and mouse via large-scale ChIP-Seq analysis	Nucleic Acids Research	2018	660
12	Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models		2017	621
13	Neural Codes for Image Retrieval	Lecture Notes in Computer Science	2014	614
14	Domain-Adversarial Training of Neural Networks	Advances in Computer Vision and Pattern Recognition	2017	594
15	Error bounds for approximations with deep ReLU networks	Neural Networks	2017	526
16	Gene expression across mammalian organ development	Nature	2019	490
17	In vivo endothelial siRNA delivery using polymeric nanoparticles with low molecular weight	Nature Nanotechnology	2014	466
18	Deep Image Prior		2018	464
19	Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis		2017	446
20	Bacterial metabolism of bile acids promotes generation of peripheral regulatory T cells	Nature	2020	440
21	Performance and Cost Assessment of Machine Learning Interatomic Potentials	Journal of Physical Chemistry A	2020	428
22	Structure prediction drives materials discovery	Nature Reviews Materials	2019	402
23	Unifying time evolution and optimization with matrix product states	Physical Review B	2016	387
24	Structure-guided chemical modification of guide RNA enables potent non-viral in vivo genome editing	Nature Biotechnology	2017	375
25	Deep Image Prior	International Journal of Computer Vision	2020	366
26	Few-Shot Adversarial Learning of Realistic Neural Talking Head Models		2019	354
27	CubeSat evolution: Analyzing CubeSat capabilities for conducting science missions	Progress in Aerospace Sciences	2017	333
28	Exceptional piezoelectricity, high thermal conductivity and stiffness and promising photocatalysis in two-dimensional MoSi2N4 family confirmed by first-principles	Nano Energy	2021	303
29	Highly Efficient All-Inorganic Planar Heterojunction Perovskite Solar Cells Produced by Thermal Coevaporation of CsI and PbI₂	Journal of Physical Chemistry Letters	2017	269
30	PL-SLAM: Real-time monocular visual SLAM with points and lines		2017	266
31	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions	Foundations and Trends in Machine Learning	2016	255
32	Residual and plain convolutional neural networks for 3D brain MRI classification		2017	253
33	Multipotent peripheral glial cells generate neuroendocrine cells of the adrenal medulla	Science	2017	251
34	Reinforcement learning for combinatorial optimization: A survey	Computers and Operations Research	2021	235
35	Analysis of Transcriptional Variability in a Large Human iPSC Library Reveals Genetic and Non-genetic Determinants of Heterogeneity	Cell Stem Cell	2017	230
36	Accelerating crystal structure prediction by machine-learning interatomic potentials with active learning	Physical Review B	2019	229
37	Fast ConvNets Using Group-Wise Brain Damage		2016	221
38	Accelerating high-throughput searches for new alloys with active learning of interatomic potentials	Computational Materials Science	2019	218
39	Probing the Intrinsic Thermal and Photochemical Stability of Hybrid and Inorganic Lead Halide Perovskites	Journal of Physical Chemistry Letters	2017	216
40	A model species for agricultural pest genomics: the genome of the Colorado potato beetle, Leptinotarsa decemlineata (Coleoptera: Chrysomelidae)	Scientific Reports	2018	215
41	Novel Feature Extraction, Selection and Fusion for Effective Malware Family Classification		2016	203
42	Anomalous High‐Temperature Superconductivity in YH₆	Advanced Materials	2021	196
43	SARS-CoV-2 Epitopes Are Recognized by a Public and Diverse Repertoire of Human T Cell Receptors	Immunity	2020	194
44	Superconductivity at 161 K in thorium hydride ThH10: Synthesis and properties	Materials Today	2020	187
45	Partial DNA-guided Cas9 enables genome editing with reduced off-target activity	Nature Chemical Biology	2018	186
46	Aggregating Local Deep Features for Image Retrieval		2015	182
47	Anionic Redox Activity in a Newly Zn‐Doped Sodium Layered Oxide P2‐Na_2/3Mn₁₋_yZn_yO₂ (0 < y < 0.23)	Advanced Energy Materials	2018	182
48	The CRISPR Spacer Space Is Dominated by Sequences from Species-Specific Mobilomes	MBio	2017	181
49	The MLIP package: moment tensor potentials with MPI and active learning	Machine Learning: Science and Technology	2021	181
50	SOX2 Is the Determining Oncogenic Switch in Promoting Lung Squamous Cell Carcinoma from Different Cells of Origin	Cancer Cell	2016	178

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