cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc1zwjx9
title: CCDC 1843722: Experimental Crystal Structure Determination

description: Related Article: Fan-xue Meng, Jing-hua Lv, Kai Yu, Mao-lin Zhang, Kun-peng Wang, Bai-bin Zhou|2018|New J.Chem.|42|19528|doi:10.1039/C8NJ04375B
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/5xumoj/r6pcbg
title: petitions.xlsx
DOI: 10.7910/dvn/6nzyw1/tqd8cp
title: petitions.xlsx
DOI: 10.7910/dvn/7qgs5w/dntjps
title: petitions.xlsx
DOI: 10.7910/dvn/c54wc/lkajd0
title: petitions-1.xlsx
DOI: 10.7910/dvn/d2isas/h5nlja
title: petitions.xlsx
DOI: 10.7910/dvn/hfzb6d/rbxool
title: petitions.xlsx
DOI: 10.7910/dvn/ihxps/upfhnx
title: petitions-1.xlsx
DOI: 10.7910/dvn/lnefy/arnakd
title: petitions-1.xlsx
DOI: 10.7910/dvn/m02uzd/f3r8hg
title: petitions.xlsx
DOI: 10.7910/dvn/mckrf/fnexlx
title: petitions-2.xlsx
DOI: 10.7910/dvn/mdny4h/etcifj
title: petitions.xlsx
DOI: 10.7910/dvn/myn06/hmcb7u
title: petitions-1.xlsx
DOI: 10.7910/dvn/n81qgt/aovwq5
title: petitions.xlsx
DOI: 10.7910/dvn/neb8ka/znxaxu
title: petitions.xlsx
DOI: 10.7910/dvn/qaqgh/8oaiho
title: petitions-1.xlsx
DOI: 10.7910/dvn/rq91ex/z2qdkv
title: petitions.xlsx
DOI: 10.7910/dvn/rr7cvb/e8rboc
title: petitions.xlsx
DOI: 10.7910/dvn/rvwta6/j8jgfq
title: petitions.xlsx
DOI: 10.7910/dvn/sdepz0/xgdbnt
title: petitions.xlsx
DOI: 10.7910/dvn/vnbb7/djm2qn
title: petitions-1.xlsx
DOI: 10.7910/dvn/whhzpb/uc2vqc
title: petitions.xlsx
DOI: 10.7910/dvn/xkt8ol/2d7m11
title: petitions.xlsx
DOI: 10.7910/dvn/y3f0kb/iq9bje
title: petitions.xlsx
DOI: 10.7910/dvn/zqhpeq/5atvoc
title: petitions.xlsx
DOI: 10.5517/ccdc.csd.cc1zwkxb
title: CCDC 1843753: Experimental Crystal Structure Determination

description: Related Article: Xiaoning Wang, Jia-Luo Li, Chenggang Jiang, Peng Hu, Bao Li, Tianle Zhang, Hong-Cai Zhou|2018|Chem.Commun.|54|13271|doi:10.1039/C8CC07369D
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqrb
title: CCDC 1843903: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqsc
title: CCDC 1843904: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqtd
title: CCDC 1843905: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqvf
title: CCDC 1843906: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqwg
title: CCDC 1843907: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zwqxh
title: CCDC 1843908: Experimental Crystal Structure Determination

description: Related Article: C. P. Landee, J. C. Monroe, R. Kotarba, Matthew Polson, Jan L. Wikaira and M. M. Turnbull|2018|J.Coord.Chem.|71|3342|doi:10.1080/00958972.2018.1514499
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/1yteg/vlhxqo
title: petitions-1.xlsx
DOI: 10.7910/dvn/5raafn/ge2uvd
title: petitions.xlsx
DOI: 10.7910/dvn/6aex4t/awfejx
title: petitions.xlsx
DOI: 10.7910/dvn/adoset/furn3d
title: petitions.xlsx
DOI: 10.7910/dvn/ddgbzm/ucxay8
title: petitions.xlsx
DOI: 10.7910/dvn/dnijc/mjvdmz
title: petitions-1.xlsx
DOI: 10.7910/dvn/esr3rj/p8no81
title: petitions.xlsx
DOI: 10.7910/dvn/fseqy/nbfxlm
title: petitions-1.xlsx
DOI: 10.7910/dvn/hfmhs/4hkc5x
title: petitions-1.xlsx
DOI: 10.7910/dvn/ijjdzp/1zcaub
title: petitions.xlsx
DOI: 10.7910/dvn/izb8bg/4thpxu
title: petitions.xlsx
DOI: 10.7910/dvn/j7gypf/6bf2fi
title: petitions.xlsx
DOI: 10.7910/dvn/jarvkc/dxwoun
title: petitions.xlsx
DOI: 10.7910/dvn/kgji5/8ayhk4
title: petitions-1.xlsx
DOI: 10.7910/dvn/khixo/k719cj
title: petitions-1.xlsx
DOI: 10.7910/dvn/l8pgt/kbbkkg
title: petitions-1.xlsx
DOI: 10.7910/dvn/m9gpgq/vfpda1
title: petitions.xlsx
DOI: 10.7910/dvn/q7b3b/yp9wvs
title: petitions-1.xlsx
DOI: 10.7910/dvn/q9dxlm/fplvss
title: petitions.xlsx
DOI: 10.7910/dvn/sa9nlj/kxytjw
title: petitions.xlsx
DOI: 10.7910/dvn/sgvue/svcp8f
title: petitions-1.xlsx
DOI: 10.7910/dvn/w1ms4v/ta6ixn
title: petitions.xlsx
DOI: 10.7910/dvn/yb0ksv/2unzki
title: petitions.xlsx
DOI: 10.7910/dvn/ybvlg0/ir6yqc
title: petitions.xlsx
DOI: 10.5517/ccdc.csd.cc1zxgfs
title: CCDC 1844606: Experimental Crystal Structure Determination

description: Related Article: Kapil Ganorkar, Soham Mukherjee, Sneha Wankar, Ritika Joshi, Chayan Das, Sujit Kumar Ghosh|2019|J.Photochem.Photobiol.A:Chem.|371|81|doi:10.1016/j.jphotochem.2018.11.002
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zxq2p
title: CCDC 1844843: Experimental Crystal Structure Determination

description: Related Article: Qinghe Gao, Yakun Wang, Qianqian Wang, Yanping Zhu, Zhaomin Liu, Jixia Zhang|2018|Org.Biomol.Chem.|16|9030|doi:10.1039/C8OB02230E
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zxs7x
title: CCDC 1844910: Experimental Crystal Structure Determination

description: Related Article: Panagiotis Xerras, Anna-Maria Bacharidou, Stavros Kalogiannis, Franc Perdih, Marina V. Kirillova, Alexander M. Kirillov, Iztok Turel, George Psomas|2018|New J.Chem.|42|19644|doi:10.1039/C8NJ05338C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zxs8y
title: CCDC 1844911: Experimental Crystal Structure Determination

description: Related Article: Panagiotis Xerras, Anna-Maria Bacharidou, Stavros Kalogiannis, Franc Perdih, Marina V. Kirillova, Alexander M. Kirillov, Iztok Turel, George Psomas|2018|New J.Chem.|42|19644|doi:10.1039/C8NJ05338C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zxs9z
title: CCDC 1844912: Experimental Crystal Structure Determination

description: Related Article: Panagiotis Xerras, Anna-Maria Bacharidou, Stavros Kalogiannis, Franc Perdih, Marina V. Kirillova, Alexander M. Kirillov, Iztok Turel, George Psomas|2018|New J.Chem.|42|19644|doi:10.1039/C8NJ05338C
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/2diwh/066q3a
title: petitions-1.xlsx
DOI: 10.7910/dvn/2errxc/zyhscd
title: petitions.xlsx
DOI: 10.7910/dvn/3semu5/irpgqp
title: petitions.xlsx
DOI: 10.7910/dvn/4l0ug/jpodlj
title: petitions-1.xlsx
DOI: 10.7910/dvn/4mcjty/vuy8pa
title: petitions.xlsx
DOI: 10.7910/dvn/6a7mg/55vudm
title: petitions-1.xlsx
DOI: 10.7910/dvn/6bdiv/2fxcrl
title: petitions-1.xlsx
DOI: 10.7910/dvn/abhsxu/fg0mco
title: petitions.xlsx
DOI: 10.7910/dvn/ak1sez/bf3wza
title: petitions.xlsx
DOI: 10.7910/dvn/alnitu/admfij
title: petitions.xlsx
DOI: 10.7910/dvn/b7h2ue/3xxpnd
title: petitions.xlsx
DOI: 10.7910/dvn/h3ewz/unks4g
title: petitions-1.xlsx
DOI: 10.7910/dvn/iducts/5teszf
title: petitions.xlsx
DOI: 10.7910/dvn/jkx9zo/hv5ojf
title: petitions.xlsx
DOI: 10.7910/dvn/lrfqku/kktpct
title: petitions.xlsx
DOI: 10.7910/dvn/nlupe/ytumqk
title: petitions-1.xlsx
DOI: 10.7910/dvn/qpbw8/pkrhru
title: petitions-2.xlsx
DOI: 10.7910/dvn/qr1hf/qg5vqo
title: petitions-1.xlsx
DOI: 10.7910/dvn/u1uje4/ekzsvk
title: petitions.xlsx
DOI: 10.7910/dvn/ujdcd/sta7j3
title: petitions-1.xlsx
DOI: 10.7910/dvn/vprjc/fv6qt2
title: petitions-1.xlsx
DOI: 10.7910/dvn/yutjya/9baiat
title: petitions.xlsx
DOI: 10.5517/ccdc.csd.cc1zy075
title: CCDC 1845127: Experimental Crystal Structure Determination

description: Related Article: Jin-Long Pan, Peipei Xie, Chao Chen, Yu Hao, Chang Liu, He-Yuan Bai, Jun Ding, Li-Ren Wang, Yuanzhi Xia, Shu-Yu Zhang|2018|Org.Lett.|20|7131|doi:10.1021/acs.orglett.8b03082
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zy402
title: CCDC 1845244: Experimental Crystal Structure Determination

description: Related Article: Yufang Tao, Ping Zhang, Junning Liu, Xiaodong Chen, Xiuli Guo, Haoqing Jin, Juan Chai, Li Wang, Yong Fan|2018|New J.Chem.|42|19485|doi:10.1039/C8NJ04601H
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1zyx3y
title: CCDC 1845991: Experimental Crystal Structure Determination

description: Related Article: Jin-Long Pan, Peipei Xie, Chao Chen, Yu Hao, Chang Liu, He-Yuan Bai, Jun Ding, Li-Ren Wang, Yuanzhi Xia, Shu-Yu Zhang|2018|Org.Lett.|20|7131|doi:10.1021/acs.orglett.8b03082
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/00sdml/dzsyfl
title: petitions.xlsx
DOI: 10.7910/dvn/0luy0b/j0ngua
title: petitions.xlsx
DOI: 10.7910/dvn/7q8tdf/fkmgom
title: petitions.xlsx
DOI: 10.7910/dvn/7vnfa/rl8pae
title: petitions-1.xlsx
DOI: 10.7910/dvn/9qzdjj/ossx0l
title: petitions-1.xlsx
DOI: 10.7910/dvn/bnh4u/1fy7lb
title: petitions-1.xlsx
DOI: 10.7910/dvn/bwmpd/oppnyg
title: petitions-1.xlsx
DOI: 10.7910/dvn/ciydy/ctzshe
title: petitions-1.xlsx
DOI: 10.7910/dvn/dqr3ag/v5zibj
title: petitions.xlsx
DOI: 10.7910/dvn/ggkklh/wbotgg
title: petitions.xlsx
DOI: 10.7910/dvn/gqqze/8hdgjv
title: petitions-1.xlsx
DOI: 10.7910/dvn/idld6/skb8q6
title: petitions-1.xlsx
DOI: 10.7910/dvn/jbycmn/et0plq
title: petitions.xlsx
DOI: 10.7910/dvn/kj9xle/laqdw5
title: petitions.xlsx
DOI: 10.7910/dvn/kk8pfh/yqokui
title: petitions.xlsx
DOI: 10.7910/dvn/knewxn/mylhej
title: petitions.xlsx
DOI: 10.7910/dvn/lja17r/o1ffmg
title: petitions.xlsx
DOI: 10.7910/dvn/od5ayy/9gbyla
title: petitions.xlsx
DOI: 10.7910/dvn/omfa4l/kjnnnj
title: petitions.xlsx
DOI: 10.7910/dvn/selhrm/0mlqa2
title: petitions.xlsx
DOI: 10.7910/dvn/srbikv/tzteod
title: petitions.xlsx
DOI: 10.7910/dvn/tlifac/fntid7
title: petitions.xlsx
DOI: 10.7910/dvn/tu7ecm/38a797
title: petitions.xlsx
DOI: 10.7910/dvn/xtt7g/aexwmq
title: petitions-1.xlsx
DOI: 10.5061/dryad.jn39n85/1
title: Mimulus floral volatile data for Dryad
DOI: 10.5517/ccdc.csd.cc1yyz1x
title: CCDC 1816260: Experimental Crystal Structure Determination

description: Related Article: Fang Ge, Xin Tao, Constantin G. Daniliuc, Gerald Kehr, Gerhard Erker|2018|Angew.Chem.,Int.Ed.|57|14570|doi:10.1002/anie.201807743
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/5eh0ha/mfpmma
title: petitions.xlsx
DOI: 10.7910/dvn/5slg6/xtd3cg
title: petitions-1.xlsx
DOI: 10.7910/dvn/atcigf/teiyjg
title: petitions.xlsx
DOI: 10.7910/dvn/bgnzmj/tdduje
title: petitions-1.xlsx
DOI: 10.7910/dvn/cckc2/trbetp
title: petitions-1.xlsx
DOI: 10.7910/dvn/ci7gv/ps9ur2
title: petitions-1.xlsx
DOI: 10.7910/dvn/heo4vn/ffksah
title: petitions.xlsx
DOI: 10.7910/dvn/l508dm/4uussn
title: petitions.xlsx
DOI: 10.7910/dvn/mwezn/h22nga
title: petitions-1.xlsx
DOI: 10.7910/dvn/ndjlq/axbebx
title: petitions-1.xlsx
DOI: 10.7910/dvn/ne2v3w/icv12d
title: petitions.xlsx
DOI: 10.7910/dvn/thdat/hhfyvn
title: petitions-1.xlsx
DOI: 10.7910/dvn/u9bo5/ukmaxf
title: petitions-1.xlsx
DOI: 10.7910/dvn/vatrbe/vzsjfw
title: petitions-1.xlsx
DOI: 10.7910/dvn/vlhwqu/scjdky
title: petitions.xlsx
DOI: 10.7910/dvn/zautta/effb0m
title: petitions.xlsx
DOI: 10.7910/dvn/zitjgq/pzwihm
title: petitions.xlsx
DOI: 10.17632/jbphy67tkv.1
title: Data for: Selective Pressure Strategy in Differential Evolution: Exploitation Improvement in Solving Global Optimization Problems

description: The archive contains raw data of the various DE mutation strategies, tested with different selection methods, applied to mutation, as well as the jupyter notebook, containing the code for data processing, graphs generating, statistical tests and so on.
DOI: 10.5061/dryad.42gp897/3
title: RFID_RawData
DOI: 10.5061/dryad.42gp897/4
title: RFID_ProcessedData
DOI: 10.5517/ccdc.csd.cc1yyz2y
title: CCDC 1816261: Experimental Crystal Structure Determination

description: Related Article: Fang Ge, Xin Tao, Constantin G. Daniliuc, Gerald Kehr, Gerhard Erker|2018|Angew.Chem.,Int.Ed.|57|14570|doi:10.1002/anie.201807743
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1yyz3z
title: CCDC 1816262: Experimental Crystal Structure Determination

description: Related Article: Fang Ge, Xin Tao, Constantin G. Daniliuc, Gerald Kehr, Gerhard Erker|2018|Angew.Chem.,Int.Ed.|57|14570|doi:10.1002/anie.201807743
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1yyz40
title: CCDC 1816263: Experimental Crystal Structure Determination

description: Related Article: Fang Ge, Xin Tao, Constantin G. Daniliuc, Gerald Kehr, Gerhard Erker|2018|Angew.Chem.,Int.Ed.|57|14570|doi:10.1002/anie.201807743
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/bx5kc/14qkam
title: petitions-1.xlsx
DOI: 10.7910/dvn/cwa59/mqiiwg
title: petitions-1.xlsx
DOI: 10.7910/dvn/hucthq/ywetjs
title: petitions.xlsx
DOI: 10.7910/dvn/i5w6ap/hnlr1j
title: petitions.xlsx
DOI: 10.7910/dvn/k4ut3/s1xafw
title: petitions-1.xlsx
DOI: 10.7910/dvn/kqdkf/tatb9u
title: petitions-1.xlsx
DOI: 10.7910/dvn/npd5ef/2nc8gw
title: petitions.xlsx
DOI: 10.7910/dvn/qyuien/nib83e
title: petitions.xlsx
DOI: 10.7910/dvn/t2dl6d/drenlp
title: petitions.xlsx
DOI: 10.7910/dvn/tmefmm/s16zgu
title: petitions.xlsx
DOI: 10.7910/dvn/tmlodx/ggqq1r
title: petitions.xlsx
DOI: 10.7910/dvn/usyyml/wb1w14
title: petitions.xlsx
DOI: 10.7910/dvn/uztpoi/uwp7sr
title: petitions-1.xlsx
DOI: 10.7910/dvn/v7rwl/cz771o
title: petitions-1.xlsx
DOI: 10.7910/dvn/ygyeea/m9zqod
title: petitions.xlsx
DOI: 10.7910/dvn/znwwb/si9ukm
title: petitions-1.xlsx
DOI: 10.5517/ccdc.csd.cc1z0b3f
title: CCDC 1817564: Experimental Crystal Structure Determination

description: Related Article: Ashraf S. Hassan, Gaber O. Moustafa, Ahmed A. Askar, Ahmed M. Naglah, Mohamed A. Al-Omar|2018|Synth.Commun.|48|2761|doi:10.1080/00397911.2018.1524492
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.7910/dvn/1bdwjn/ssr5s1
title: petitions.xlsx
DOI: 10.7910/dvn/80acxg/nbohka
title: petitions.xlsx
DOI: 10.7910/dvn/8xwnpe/h8guii
title: petitions.xlsx
DOI: 10.7910/dvn/90vkfb/y40jx8
title: petitions-1.xlsx
DOI: 10.7910/dvn/cim2my/eypjyw
title: petitions.xlsx
DOI: 10.7910/dvn/ekxgw/fslvr7
title: petitions-1.xlsx
DOI: 10.7910/dvn/hvdvh/8mlkif
title: petitions-1.xlsx
DOI: 10.7910/dvn/iicjg/95x5h8
title: petitions-1.xlsx
DOI: 10.7910/dvn/iu4yar/rzn5ok
title: petitions-1.xlsx
DOI: 10.7910/dvn/nblff/bqmtl9
title: petitions-1.xlsx
DOI: 10.7910/dvn/po9pg/bhqnbs
title: petitions-1.xlsx
DOI: 10.7910/dvn/pwkdq/ypggnp
title: petitions-1.xlsx
DOI: 10.7910/dvn/rsf8n7/dqmacj
title: petitions.xlsx
DOI: 10.7910/dvn/u7kou/y52zyg
title: petitions-1.xlsx
DOI: 10.7910/dvn/ugqky/zacfxy
title: petitions-1.xlsx
DOI: 10.7910/dvn/x7slvb/m4wxrd
title: petitions.xlsx
DOI: 10.5281/zenodo.1490122
title: Source And Tissue Agnostic Reconstruction Of Neurons

description: Recent successes in deep learning have started to impact neuroscience. Of particular significance are claims that current segmentation algorithms achieve "super-human" accuracy in an area known as connectomics. However, as we will show, these algorithms do not effectively generalize beyond the particular source and brain tissues used for training -- severely limiting their usability by the broader neuroscience community. To fill this gap, we describe a novel connectomics challenge for source- and tissue-agnostic reconstruction of neurons (STARN), which favors broad generalization over fitting specific datasets. We first demonstrate that current state-of-the-art approaches to neuron segmentation perform poorly on the challenge. We further describe a novel convolutional recurrent neural network module that combines short-range horizontal connections within a processing stage and long-range top-down connections between stages. The resulting architecture establishes the state of the art on the STARN challenge -- improving the prospect for computer vision to allow for widespread fully-automated connectomics analysis.

Here, we address the poor generalization of computer vision systems in connectomics with a novel challenge: the source- and tissue-agnostic reconstruction of neurons. This challenge presents a "training" dataset consisting of five publicly available and annotated tissue volumes representing a variety of organisms and imaging configurations (CREMI, FIB-25, and SNEMI3D); evaluation is performed on an independent volume [1] annotated by our group. We will demonstrate that the STARN challenge defeats state-of-the-art systems for neuron reconstruction.