Scholarly Index

Machine Learning in Materials Science

2021-2025 World Top1000 Scholar ranking for Machine Learning in Materials Science.

World rank	Scholar	Impact score	Total citations	Total publications
1	Alán Aspuru‐Guzik	99.72	65,575	529
2	Kristin A. Persson	99.58	62,675	512
3	Markus J. Buehler	99.46	52,445	732
4	Tingjun Hou	99.39	38,698	588
5	Connor W. Coley	99.37	14,950	159
6	Aron Walsh	99.30	73,036	605
7	Xiangxiang Zeng	99.29	16,800	292
8	Olexandr Isayev	99.26	16,993	149
9	Gábor Cśanyi	99.21	25,544	230
10	Gerbrand Ceder	99.17	122,577	976
11	Heather J. Kulik	99.16	11,401	298
12	Sergei V. Kalinin	99.13	47,266	1,175
13	Chang‐Yu Hsieh	99.06	7,655	144
14	Rafael Gómez‐Bombarelli	99.01	8,526	147
15	Linfeng Zhang	99.00	13,747	257
16	Stefan Grimme	98.92	209,050	907
17	Zhi‐Pan Liu	98.92	21,551	298
18	Karsten Reuter	98.90	27,001	419
19	Dionisios G. Vlachos	98.84	41,583	758
20	Dongsheng Cao	98.82	20,336	292
21	Amir Barati Farimani	98.78	7,916	174
22	Kamal Choudhary	98.78	6,229	148
23	Rampi Ramprasad	98.78	20,793	397
24	Philippe Schwaller	98.71	6,975	72
25	Jun Jiang	98.70	38,213	781
26	Jihan Kim	98.63	14,628	248
27	Jun Cheng	98.62	24,553	527
28	Zheyong Fan	98.61	5,252	140
29	William H. Green	98.60	29,415	803
30	Boris Kozinsky	98.60	9,715	158
31	Raymundo Arróyave	98.53	11,101	366
32	Bin Jiang	98.49	15,598	634
33	Shyue Ping Ong	98.48	48,313	413
34	Yousung Jung	98.45	31,105	298
35	Jianjun Hu	98.41	7,454	249
36	Ola Engkvist	98.40	14,014	219
37	Laura Gagliardi	98.38	37,725	601
38	Alexandre Tkatchenko	98.33	38,468	374
39	Michele Ceriotti	98.30	16,009	201
40	Xiaonan Wang	98.21	22,888	626
41	Johannes T. Margraf	98.17	6,608	147
42	Minjie Li	98.15	4,726	161
43	Calvin Yu‐Chian Chen	98.14	6,139	171
44	Anubhav Jain	98.13	41,546	312
45	Zhilong Wang	98.07	3,667	208
46	Chris Wolverton	98.06	48,474	556
47	Jacqueline M. Cole	98.04	10,158	260
48	Bohayra Mortazavi	98.00	10,491	166
49	Randall Q. Snurr	97.97	57,678	475
50	Michele Parrinello	97.90	147,584	778