2019
|
|
261
|
STEM materials: a new frontier for an intelligent sustainable world |
|
Pier F. Moretti, Bartosz A. Grzybowski, Vasileios Basios, Elvira Fortunato, Maria Suarez Diez, Olga Speck & Rodrigo Martins BMC Mat 1, 3 (2019) |
|
|
260
|
Efficient and Long-Lasting Current Rectification by Laminated Yet Separated, Oppositely Charged Monolayers |
|
Mengyao Li, Bin Tu, Bin Cui, Xing Zhao, Liu Yang, Qiaojun Fang, Yong Yan, and Bartosz A. Grzybowsk* ACS Appl. Electron. Mater. 1, 2295-2300 (2019)
|
|
|
259
|
Rapid and Accurate Prediction of pKa Values of C-H Acids Using Graph Convolutional Neural Networks |
|
Rafal Roszak, Wiktor Beker, Karol Molga, and Bartosz A. Grzybowsk* J. Am. Chem. Soc. 141, 17142-17149 (2019)
|
|
|
258
|
Stretchable and Reactive Membranes of Metal-Organic Framework Nanosurfactants on Liquid Droplets |
|
Jingjing Wei Zhijie Yang Yaroslav I. Sobolev and Bartosz A. Grzybowski* Adv. Intell. Syst., 1, 1900065 (2019) COVER ART |
|
|
257
|
Computational design of syntheses leading to compound libraries or isotopically labelled targets |
|
Karol Molga, Piotr Dittwald and Bartosz A. Grzybowski Chem. Sci. 10, 9219-9232 (2019) COVER ART
|
|
|
256
|
Dynamic Assembly of Small Parts in Vortex-Vortex Traps Established within a Rotating Fluid |
|
Taehoon Lee Yaroslav I. Sobolev Olgierd Cybulski Bartosz A. Grzybowski Adv. Mater. 31, 1902298 (2019)
|
|
|
255
|
The logic of translating chemical knowledge into machine-processable forms: a modern playground for physical-organic chemistry |
|
Karol Molga, Ewa P. Gajewska, Sara Szymkuc and Bartosz A. Grzybowski React. Chem. Eng. 4, 1506-1521 (2019)
|
|
|
254
|
Oscillating droplet trains in microfluidic networks and their suppression in blood flow |
|
Cybulski, O., Garstecki, P. & Grzybowski, B.A. Nat. Phys. 15, 706-713 (2019)
|
|
|
253
|
Nanostructured Rhenium-Carbon Composites as Hydrogen-Evolving Catalysts Effective over the Entire pH Range |
|
Minju Kim, Zhijie Yang, Jun Heuk Park, Seok Min Yoon*, and Bartosz A. Grzybowski* ACS Appl. Nano Mater. 5, 2725-2733 (2019)
|
|
|
252
|
Immature dendritic cells navigate microscopic mazes to find tumor cells |
|
Eujin Um, Jung Min Oh, Juhee Park, Taegeun Song, Tae-Eon Kim, Yongjun Choi, Changsik Shin, Diana Kolygina, Jae-Hyung Jeon, Bartosz A. Grzybowski* and Yoon-Kyoung Cho* Lab Chip 19, 1665 (2019)
|
|
|
251
|
Automatic mapping of atoms across both simple and complex chemical reactions |
|
Wojciech Jaworski, Sara Szymkuc, Barbara Mikulak-Klucznik, Krzysztof Piecuch, Tomasz Klucznik, Michal Kazmierowski, Jan Rydzewski, Anna Gambin and Bartosz A. Grzybowski* Nat Commun 10, 1434 (2019)
|
|
|
250
|
Selection of cost-effective yet chemically diverse pathways from the networks of computer-generated retrosynthetic plans |
|
T. Badowski, K. Molga & B. A. Grzybowski* Chem. Sci. 10, 4610-4651 (2019)
|
|
|
249
|
Navigating around Patented Routes by Preserving Specific Motifs along Computer-Planned Retrosynthetic Pathways |
|
Karol Molga, Piotr Dittwald and Bartosz A. Grzybowski Chem. 5, 460 (2019)
|
|
|
248
|
Uniform and directional growth of centimeter-sized single crystals of cyclodextrin-based metal organic frameworks |
|
N. Kim, J. H. Park, J. Paczesny & B. A. Grzybowski* Cryst. Eng. Comm. 21, 1867-1871 (2019)
|
|
|
247
|
Charged Metal Nanoparticles for Chemoelectronic Circuits |
|
Xing Zhao Jiahui Guo Tao Xiao Yuchun Zhang Yong Yan and Bartosz A. Grzybowsk* Adv. Mater. 31, 1804864 (2019)
|
|
|
2018
|
|
246
|
Prediction of Major Regio-, Site-, and Diastereoisomers in Diels-Alder Reactions by Using Machine-Learning |
|
Wiktor Beker, Ewa P. Gajewska, Tomasz Badowski and Bartosz A. Grzybowski Angew. Chem. Int. Ed. 58, 4515 (2019)
|
|
|
245
|
Propagation of Oscillating Chemical Signals through Reaction Networks |
|
Rafal Roszak, Michal D. Bajczyk, Ewa P. Gajewska, Robert Holyst and Bartosz A. Grzybowski Angew.Chem.Int. Ed. 58, 4520-4525 (2019)
|
|
|
244
|
Levy-like movement patterns of metastatic cancer cells revealed in microfabricated systems and implicated in vivo |
|
S.
Huda, B. Weigelin, K. Wolf, K.V. Tretiakov, K. Polev, G.
Wilk, M. Iwasa, F.S. Emami, J.W.
Narojczyk, M. Banaszak, S. Soh, D. Pilans, A.Vahid, M. Makurath, P. Friedl,
G.G. Borisy, K. Kandere-Grzybowska* & B.A. Grzybowski* Nat. Commun. 9, 4539 (2018) ![](data:image/png;base64,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)
|
|
|
243
|
The influence of distant substrates on the outcome of contact electrification |
|
M. Siek, W. Adamkiewicz,
Y.I.Sobolev, B.A. Grzybowski* Angew. Chem. Int. Ed. 57, 15379-15383 (2018)
|
|
|
242
|
Control and switching of charge-selective catalysis on nanoparticles by counterions |
|
Q. Zhuang, Z. Yang,Y. I. Sobolev, W. Beker, J. Kong* & B. A. Grzybowski* ACS Catal 8, 7469 - 7474 (2018)
|
|
|
241
|
Linguistic measures of chemical diversity and the |
|
M. Wozniak, A. Wolos, U.
Modrzyk, R.L. Gorski, J. Winkowski, M. Bajczyk, S. Szymkuc, B.A. Grzybowski*
& M. Eder* Sci Rep 8, 7598 (2018)
|
|
|
240
|
Chematica: A story of computer code that started to think like a chemist |
|
B.A. Grzybowski*, S. Szymkuc, E.P. Gajewska, K. Molga, P. Dittwald, A. Wolos & T. Klucznik Chem 4, 390-398 (2018) COVER ART
|
|
|
239
|
Efficient Syntheses of Diverse, Medicinally Relevant Targets Planned by Computer and Executed in the Laboratory |
|
Tomasz Klucznik, Barbara Mikulak-Klucznik, Michael P. McCormack, Heather Lima, Sara Szymkuc, Manishabrata Bhowmick, Karol Molga, Yubai Zhou, Lindsey Rickershauser, Ewa P. Gajewska, Alexei Toutchkine, Piotr Dittwald, Michal P. Startek, Gregory J. Kirkovits, Rafal Roszak, Ariel Adamski, Bianka Sieredzinska, Milan Mrksich*, Sarah L.J. Trice*, Bartosz A. Grzybowski* Chem. 4, 522-532 (2018)
|
|
|
238
|
Discovery and enumeration of organic-chemical and biomimetic reaction cycles within the Network of Chemistry |
|
M.D. Bajczyk, P. Dittwald,
A. Wolos, S. Szymkuc, B.A. Grzybowski* Angew. Chem. Int. Ed. 57, 2367-2371 (2018) VIP Article ![20210130122105.jpg](/upload/img/20210130122105.jpg)
|
|
|
237
|
Systems of mechanized and reactive droplets powered by multi-responsive surfactants |
|
Z. Yang, J. Wei, Y. Sobolev
& B.A.Grzybowski* Nature 553, 313-318 (2018) ![20180113144731.jpg](/upload/img/20180113144731.jpg)
|
|
|
236
|
Slit tubes for semi-soft pneumatic actuators |
|
L.
Belding, B. Baytekin, T. Baytekin, P. Rothemund, M.S. Verma, A. Nemiroski, B.A. Grzybowski, & G.M.
Whitesides* Adv. Mater. 30, 1704446 (2018)
|
|
|
2017
|
|
235
|
Metal-Organic Framework "Swimmers" with Energy-Efficient Autonomous Motility |
|
J.H. Park, S. Lach,
K. Polev, S. Granick & B.A. Grzybowski* ACS Nano 11, 10914-10923 (2017) ![20180110190020.gif](/upload/img/20180110190020.gif)
|
|
|
234
|
Heterogeneous Catalysis "On Demand": Mechanically Controlled Catalytic Activity of a Metal Surface |
|
T. Mazur, S. Lach &
B.A. Grzybowski* ACS Appl. Mater. Interfaces 9,
44264-44269 (2017) ![20180110185912.gif](/upload/img/20180110185912.gif)
|
|
|
233
|
Interference-like patterns of static magnetic fields imprinted into polymer/nanoparticle composites |
|
Z. Yang, J. Wei, K.
Gizynski, M.-G. Song & B.A. Grzybowski* Nature Commun. 8, 1564 (2017) ![20180110185511.jpg](/upload/img/20180110185511.jpg)
|
|
|
232
|
Tunable Photoluminescence across the Visible Spectrum and Photocatalytic Activity of Mixed-Valence Rhenium Oxide Nanoparticles |
|
Y.K. Jeong, Y.M. Lee, J. Yun, T. Mazur, M. Kim, Y.J. Kim, M. Dygas, S.
Choi, K.S. Kim, O.H. Kwon, S.M. Yoon* & B.A. Grzybowski* J. Am. Chem. Soc. 139, 15088-15093 (2017) ![20180110185214.gif](/upload/img/20180110185214.gif)
|
|
|
231
|
Non-Equilibrium Self-Assembly of Monocomponent and Multicomponent Tubular Structures in Rotating Fluids |
|
T. Lee, K. Gizynski, & B.A. Grzybowski* Adv. Mater. 29, 1704274 (2017)
|
|
|
230
|
Artificial Heliotropism and Nyctinasty Based on Optomechanical Feedback and No Electronics |
|
B. Baytekin*, S.D. Cezan,
H.T. Baytekin* & B.A. Grzybowski* Soft Robotics, ahead of print (2017) ![20180110184942.jpg](/upload/img/20180110184942.jpg)
|
|
|
229
|
Synthetic Design with the Chematica Program The Importance of Accurate Rules and of Higher order Logic |
|
B.A. Grzybowski*, S.
Szymkuc, K. Molga, E.P. Gajewska, A. Wolos Chimia 71, 512 (2017) |
|
|
228
|
Janus Particle Synthesis, Assembly, and Application |
|
J. Zhang, B.A. Grzybowki
& S. Granick* Langmuir 33, 6964-6977 (2017) ![20180110184317.gif](/upload/img/20180110184317.gif)
|
|
|
227
|
Predicting the outcomes of organic reactions via machine learning: are current descriptors sufficient? |
|
G. Skoraczynski, P.
Dittwald, B. Miasojedow, S. Szymkuc, E.P. Gajewska, B.A. Grzybowski* & A.
Gambin* Sci. Rep. 7, 3582 (2017)
|
|
|
226
|
Active colloids with collective mobility status and research opportunities |
|
J. Zhang, E. Luijten, B.A. Grzybowski, S. Granick* Chem. Soc. Rev. 46,
5551-5569 (2017)
|
|
|
225
|
From dynamic self-assembly to networked chemical systems |
|
B.A. Grzybowski*,
K.Fitzner*, Jan Paczesny & Steve Granick Chem. Soc. Rev. 46, 5647-5678 (2017) ![20180110183556.gif](/upload/img/20180110183556.gif)
|
|
|
224
|
Dynamic Self-Assembly of Magnetic/Polymer Composites in Rotating Frames of Reference |
|
K. Gizynski, T. Lee &
B.A. Grzybowski* Adv. Mater. 29, 1700614 (2017) ![20180110183338.png](/upload/img/20180110183338.png)
|
|
|
223
|
Nanosystem: Programmed communication |
|
K. Kandere-Grzybowska* & B.A. Grzybowski* Nature Nanotech. 12, 291-292 (2017)
|
|
|
222
|
Tweezing of Magnetic and Non-Magnetic Objects with Magnetic Fields |
|
J.V. Timonen & B.A. Grzybowski* Adv. Mater. 29, 1603516 (2017)
|
|
|
221
|
Large-Area, Freestanding MOF Films of Planar, Curvilinear, or Micropatterned Topographies |
|
S.M. Yoon*, J.H. Park &
B.A. Grzybowski* Angew. Chem. Int. Ed. 56, 127-132 (2017) ![20180110181823.png](/upload/img/20180110181823.png)
|
|
|
220
|
Theoretical basis for the stabilization of charges by radicals on electrified polymers |
|
T. Mazur & B.A.
Grzybowski* Chem. Sci. 8, 2025-2032 (2017) ![20180110181713.gif](/upload/img/20180110181713.gif)
|
|
|
219
|
Trapping, manipulation, and crystallization of live cells using magnetofluidic tweezers |
|
J.V. Timonen, C. Raimondo,
D. Pilans, P.P. Pillai & B.A. Grzybowski* Nanoscale Horiz. 2, 50-54 (2017)
|
|
|
2016
|
|
218
|
Tactic, reactive, and functional droplets outside of equilibrium |
|
S. Lach, S. M. Yoon &
B. A. Grzybowski* Chem. Soc. Rev. 17, 4766-4796 (2016) ![20180110181454.gif](/upload/img/20180110181454.gif)
|
|
|
217
|
Engineering Gram Selectivity of Mixed-Charge Gold Nanoparticles by Tuning the Balance of Surface Charges |
|
P. Pillai, B. Kowalczyk, K. Kandere-Grzybowska, M. Borkowska & B. A.
Grzybowski* Angew Chem. Int. Ed. 55, 8610-8614 (2016)
|
|
|
216
|
Magnetofluidic Tweezing of Nonmagnetic Colloids |
|
J. Timonen, A.F. Demirors
& B. A. Grzybowski* Adv. Mater. 28,
3453-3459 (2016) COVER ART ![20180110181105.png](/upload/img/20180110181105.png)
|
|
|
215
|
The nanotechnology of life-inspired systems |
|
B. A. Grzybowski*&
W.T.S. Huck* Nature Nanotech. 11, 585-592 (2016) |
|
|
214
|
Chemoelectronic circuits based on metal nanoparticles |
|
Y. Yang, S.C. Warren, P.
Fuller & B. A. Grzybowski* Nature Nanotech. 11, 603-608 (2016) COVER ART ![20180110175906.jpg](/upload/img/20180110175906.jpg)
|
|
|
213
|
Computer-Assisted Synthetic Planning: The End of the Beginning |
|
S. Szymkuc, E. Gajewska, T.
Klucznik, K. Molga, P. Dittwald, M. Startek, M Bajczyk & B.A. Grzybowski* Angew Chem. Int. Ed. 55, 5904-5937 (2016) COVER ART
|
|
|
212
|
Self-assembly of like-charged nanoparticles into microscopic crystals |
|
P. Pillai, B. Kowalczyk
& B. A. Grzybowski* Nanoscale 8, 157-161 (2016)
|
|
|
211
|
Electrostatic Titrations Reveal Surface Compositions of Mixed, On-Nanoparticle Monolayers Comprising Positively and Negatively Charged Ligands |
|
P. Pillai, B. Kowalczyk, W.
Pudlo & B. A. Grzybowski* J. Phys. Chem. C 7, 4139-4144 (2016)
|
|
|
2015
|
|
210
|
Tunneling Electrical Connection to the Interior of Metal-Organic Frameworks |
|
S.
Han, S.C. Warren, S.M. Yoon, C.D. Malliakas, X. Hou, Y. Wei, M.G. Kanatzidis
& B. A. Grzybowski* J. Am. Chem. Soc. 137,
8169-8175 (2015) ![20180110175139.gif](/upload/img/20180110175139.gif)
|
|
|
209
|
A Priori Estimation of Organic Reaction Yields |
|
F. Emami, A Vahid, L.
Wylie, S. Szymkuc, P. Dittwald, K. Molga & B.
A. Grzybowski* Angew Chem. Int. Ed. 127,
10947-10951 (2015)
|
|
|
208
|
pH Oscillator Stretched in Space but Frozen in Time |
|
T.M. Hermans, P.S. Stewart & B.A. Grzybowski* J. Phys. Chem. Lett. 6, 760-766
(2015) ![20180110174421.gif](/upload/img/20180110174421.gif)
|
|
|
207
|
Mechanochemical Activation and Patterning of an Adhesive Surface toward Nanoparticle Deposition |
|
H.T. Baytekin, B.
Baytekin, S. Huda & B. A. Grzybowski* J. Am. Chem. Soc. 137, 1726-1729 (2015) ![20180110173938.gif](/upload/img/20180110173938.gif)
|
|
|
206
|
Vortex flows impart chirality-specific lift forces |
|
T.M. Hermans, P.S. Stewart, S.H. Davis & B.A.
Grzybowski* Nature Commun. 6, 5640 (2015) |
|
|
2014
|
|
205
|
A long-lasting concentration cell based on a magnetic electrolyte |
|
Y. Yan, J. Timonen & B.A. Grzybowski* Nature Nanotech. 11, 901-906 (2014) |
|
|
204
|
Label-Free in Situ Optical Monitoring of the Adsorption of Oppositely Charged Metal Nanoparticles |
|
B.Peter,
S. Kurunczi, D. Patko, Istvan Lagzi, B. Kowalczyk, Z. Racz, B.A. Grzybowski*
& R. Horvath* Langmuir 30, 13478-13482 (2014)
|
|
|
203
|
Microfabricated Systems and Assays for Studying the Cytoskeletal Organization, Micromechanics, and Motility Patterns of Cancerous Cells |
|
S. Huda,
D. Pilans, M. Makurath, T. Hermans, K. Kandere-Grzybowska & B.A.
Grzybowski* Adv. Mater. Int. 1, 1400158 (2014) COVER ART |
|
|
202
|
Charged nanoparticles crystallizing and controlling crystallization: from coatings to nanoparticle surfactants to chemical amplifiers |
|
B.A. Grzybowski* Cryst. Eng. Comm. 16, 9368-9380 (2014) COVER
ART, HOT ARTICLE |
|
|
201
|
Systems chemistry: a web themed issue |
|
B.A. Grzybowski*, S.
Otto*, D. Philp* Chem. Commun. 50, 14924-14925 (2014) |
|
|
200
|
Mechanically Driven Activation of Polyaniline into Its Conductive Form |
|
B. Baytekin, H.T. Baytekin & B.A. Grzybowski* Angew Chem. Int. Ed. 53, 6946-6950 (2014). VIP
Article |
|
|
199
|
Organic Chemistry as a Language and the Implications of Chemical Linguistics for Structural and Retrosynthetic Analyses |
|
A. Cadeddu. E. Wylie, J.
Jurczak, M. Wampler-Doty, & B.A. Grzybowski* Angew Chem. Int. Ed. 53,
8108-8112 (2014). |
|
|
198
|
Synthesis of Toroidal Gold Nanoparticles Assisted by Soft Templates |
|
Y.
Yan, P.P. Pillai, J.V.I. Timonen, F.S. Emami, A. Vahid & B.A. Grzybowski* Langmuir 30, 9886-9890 (2014) |
|
|
197
|
Universal Area Distributions in the Monolayers of Confluent Mammalian Cells |
|
G.Wilk, M. Iwasa, P.E. Fuller, K. Kandere-Grzybowska* & B.A. Grzybowski* Phys. Rev. Lett. 112, 138104 (2014) COVER ART |
|
|
196
|
Mechanical Control of Surface Adsorption by Nanoscale Cracking |
|
Q.
Zhuang, S.C. Warren, B. Baytekin, A.F. Demir철rs, P.P. Pillai, B.Kowalczyk, H.T.
Baytekin &
B.A. Grzybowski* Adv. Materials 26, 3667-3672 (2014) |
|
|
195
|
Storage of Electrical Information in Metal-Organic-Framework Memristors |
|
S.M.
Yoon, S.C. Warren & B.A. Grzybowski* Angew Chem. Int. Ed. 53,
4437-4441 (2014). |
|
|
194
|
Temperature driven assembly of like-charged nanoparticles at non-planar liquid-liquid or gel-air interfaces |
|
Q.
Zhuang, D.A. Walker, K.P. Browne, B. Kowalczyk, G. Beniah B.A.
Grzybowski* Nanoscale 6, 4474-4479 (2014) COVER ART |
|
|
193
|
Accelerated Self-Replication under Non-Equilibrium, Periodic Energy Delivery |
|
R.
Zhang, D.A. Walker, B.A. Grzybowski* &
M.O. de la Cruz* Angew Chem. Int. Ed. 53,
173-177 (2014) COVER ART |
|
|
2013
|
|
192
|
Colloidal assembly directed by virtual magnetic moulds |
|
A.F.
Demirors, P.P. Pillai, B. Kowalczyk & B.A. Grzybowski* Nature 503, 99-103 (2013) |
|
|
191
|
Control of Surface Charges by Radicals as a Principle of Antistatic Polymers Protecting Electronic Circuitry |
|
H. T.Baytekin, B. Baytekin, T.M. Hermans, B. Kowalczyk & B.A. Grzybowski* Science 341, 1368-1371 (2013) |
|
|
190
|
Geometric curvature controls the chemical patchiness and self-assembly of nanoparticles |
|
D.A.
Walker, E.K. Leitsch, R.J. Nap, I. Szleifer & B.A. Grzybowski* Nature Nanotech.
8,
676-681, (2013) COVER ART |
|
|
189
|
Relationship between dynamical entropy and energy dissipation far from thermodynamic equilibrium |
|
J.R. Green, A.B. Costa,
B.A. Grzybowski & I. Szleifer* Proc. Nat. Acad. Sci. USA 110, 16339-16343 (2013) |
|
|
188
|
Microphase separation as the cause of structural complexity in 2D liquids |
|
A.Z. Patashinski*, R. Orlik, A.C. Mitus, M.A.
Ratner & B.A. Grzybowski*
Soft Matter: 9, 10042-10047 (2013) |
|
|
187
|
Motility efficiency and spatiotemporal synchronization in non-metastatic vs. metastatic breast cancer cells |
|
T.M. Hermans, D. Pilans, S.
Huda, P. Fuller, K. Kandere-Grzybowska & B.A. Grzybowski* Integrative Biol. 5, 1464-1473 (2013) |
|
|
186
|
Retrieving and converting energy from polymers: deployable technologies and emerging concepts |
|
B.
Baytekin, H.T. Baytekin & B.A.
Grzybowski* Energy & Env. Sci. 6, 3467-3482 (2013) |
|
|
185
|
A Metal-Organic Framework Stabilizes an Occluded Photocatalyst |
|
S.
Han, Y. Wei & B.A. Grzybowski* Chem. Eur. J. 19, 11194-11198 (2013) |
|
|
184
|
The Rate of Energy Dissipation Determines Probabilities of Non-equilibrium Assemblies |
|
K.V. Tretiakov, I. Szleifer
& B.A.
Grzybowski* Angew Chem. Int. Ed. 52, 10304-10308, (2013) |
|
|
183
|
Controlled pH Stability and Adjustable Cellular Uptake of Mixed-Charge Nanoparticles |
|
P. Pillai, B. Kowalczyk* & B.A. Grzybowski* J. Am. Chem. Soc. 135, 6392-6395 (2013) |
|
|
182
|
When and Why Like-Sized, Oppositely Charged Particles Assemble into Diamond-like Crystals |
|
K.J.M. Bishop*, N.R., Chevalier & B.A.
Grzybowski* J. Phys. Chem. Lett. 4, 1507-1511 (2013) |
|
|
181
|
Why Cells are Microscopic: A Transport-Time Perspective |
|
S. Soh, M.
Banaszak*, K.Kandere-Grzybowsks* & B.A. Grzybowski* J. Phys. Chem. Lett. 4, 861-865 (2013) |
|
|
180
|
Nanostructural Anisotropy Underlies Anisotropic Electrical Bistability |
|
P.Pillai, K. Paclawski, J. Kim & B.A.
Grzybowski* Adv. Mater 25, 1623-1628 (2013) |
|
|
179
|
Organic Switches for Surfaces and Devices |
|
A.C. Fahrenbach, S.C. Warren, J.T. Incorvati, A.J.
Avestro, J.C. Barnes, J.F. Stoddart* & B.A. Grzybowski* Adv. Mater. 25, 331-348 (2013) |
|
|
2012
|
|
178
|
Microtubule guidance tested through controlled cell geometry |
|
S. Huda, S. Soh, M.
Byrska-Bishop, D. Pilans, J. Kim, K.Kandere-Grzybowska* & B.A. Grzybowski* J. Cell Science 125,
5790-5799 (2012). |
|
|
177
|
Modular Synthesis of Bipyridinium Oligomers and Corresponding Donor-Acceptor Oligorotaxanes with Crown Ethers |
|
C.M. Gothard, C.J. Bruns, N.A. Gothard, B.A.
Grzybowski & J.F. Stoddart* Org. Lett., 14, 5066-5069 (2012) |
|
|
176
|
Inorganic salts direct the assembly of charged nanoparticles into composite nanoscopic spheres, plates, or needles |
|
B.A. Grzybowski*, B.
Kowalczyk, I. Lagzi, D. Wang, K.V. Tretiakov, D.A. Walker Faraday Disc. 159, 201-209 (2012) |
|
|
175
|
Heterogeneous Structure, Heterogeneous Dynamics, and Complex Behavior in Two-Dimensional Liquids |
|
A. Z. Patashinski, M. A.
Ratner, B. A. Grzybowski, R. Orlik, & A. C. Mitus* J. Phys. Chem. Lett. 3, 2431-435 (2012) |
|
|
174
|
Ultrasensitive detection of toxic cations through changes in the tunnelling current across films of striped nanoparticles |
|
E.S. Cho, J. Kim, H. Jiang,
B. Tejerina, H. Nakanishi, M. Yu, A.Z. Patashinski, S.C. Glotzer, F. Stellacci*
& B.A. Grzybowski* Nature Materials 11, 978-985
(2012) COVER ART |
|
|
173
|
Rewiring Chemistry: Algorithmic Discovery and Experimental Validation of One-Pot Reactions in the Network of Organic Chemistry |
|
C.M. Gothard, S. Soh,
N.A. Gothard, B. Kowalczyk, Y. Wei. B. Baytekin & B.A. Grzybowski* Angew. Chem. Int. Ed. 51,
7922 -7927 (2012) COVER ART |
|
|
172
|
Parallel Optimization of Synthetic Pathways within the Network of Organic Chemistry |
|
M.
Kowalik, C.M. Gothard, A.M. Drews, N.A. Gothard, A. Wieckiewicz, P.E. Fuller,
B.A. Grzybowski* & K.J.M. Bishop* Angew. Chem. Int. Ed. 51,
7928-7932 (2012) |
|
|
171
|
Chemical Network Algorithms for the Risk Assessment and Management of Chemical Threats |
|
P.E.
Fuller, C.M. Gothard, N.A. Gothard, A. Wieckiewicz & B.A. Grzybowski* Angew. Chem. Int. Ed. 51,
7933-7937 (2012) |
|
|
170
|
Tomography and Static-Mechanical Properties of Adherent Cells |
|
S.Soh,
K. Kandere-Grzybowska*, G.Mahmud, S. Huda, A.Z. Patashinski & B.A.
Grzybowski* Adv. Mater. 24,
5719-5726 (2012) COVER ART |
|
|
169
|
Responsive and Nonequilibrium Nanomaterials |
|
S.C. Warren, O.
Guney-Altay, B.A. Grzybowski* J. Phys. Chem. Lett. 3,
2103??111 (2012) |
|
|
168
|
Nanoparticle Core/Shell Architectures within MOF Crystals Synthesized by Reaction Diffusion |
|
Y.
Wei, S. Han, D.A. Walker, P. E. Fuller & B.A.
Grzybowski* Angew. Chem. Int. Ed. 51,
7435??439 (2012) COVER ART |
|
|
167
|
What Really Drives Chemical Reactions on Contact Charged Surfaces? |
|
B. Baytekin, H.T.
Baytekin & B.A. Grzybowski* J. Am. Chem. Soc. 134 7223-7226 (2012) |
|
|
166
|
Material Transfer and Polarity Reversal in Contact Charging |
|
H.T. Baytekin, B. Baytekin, J.T. Incorvati & B.
A. Grzybowski* Angew. Chem. Int. Ed. 51 4843-4847 (2012) VIP Article COVER ART |
|
|
165
|
Controlling Reversible Dielectric Breakdown in Metal/Polymer Nanocomposites |
|
J. Kim & B.A.
Grzybowski* Advanced Materials 24,
1850-1855 (2012) COVER ART |
|
|
164
|
Molecular tethering or aggregation: is the existence of charge transfer band indicative of a Blue-Box/TTF inclusion complex formation? |
|
B. Tejerina, C.M. Gothard
& B.A. Grzybowski* Chem. Eur. J. 18,
5606-5611 (2012) |
|
|
163
|
Plasmoelectronics: Coupling Plasmonic Excitation with Electron Flow |
|
S.C. Warren, D.A. Walker & B.A. Grzybowski* Langmuir 28, 9093-102 (2012)
|
|
|
162
|
Estimating chemical reactivity and cross-influence from collective chemical knowledge |
|
S.Soh,
Y.Wei, B.Kowalczyk, C.M. Gothard, B. Baytekin, M. Branicki, B.A. Grzybowski* Chemical Science 3,
1497-1502 (2012) |
|
|