Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films
Abstract
We report a method for tuning the domain spacing (Dsp) of self-assembled block copolymer thin films of poly(styrene-block-methyl methacrylate) (PS-b-PMMA) over a large range of lamellar periods. By modifying the molecular weight distribution (MWD) shape (including both the breadth and skew) of the PS block via temporal control of polymer chain initiation in anionic polymerization, we observe increases of up to 41% in Dsp for polymers with the same overall molecular weight (Mn ≈ 125 kg mol–1) without significantly changing the overall morphology or chemical composition of the final material. In conjunction with our experimental efforts, we have utilized concepts from population statistics and least-squares analysis to develop a model for predicting Dsp based on the first three moments of the MWDs. This statistical model reproduces experimental Dsp values with high fidelity (with mean absolute errors of 1.2 nm or 1.8%) and provides novel physical insight into the individual and collective roles played by the MWD moments in determining this property of interest. As a result, this work demonstrates that both MWD breadth and skew have a profound influence over Dsp, thereby providing an experimental and conceptual platform for exploiting MWD shape as a simple and modular handle for fine-tuningmore »
- Authors:
-
- Cornell Univ., Ithaca, NY (United States)
- Publication Date:
- Research Org.:
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
- Sponsoring Org.:
- USDOE Office of Science (SC)
- OSTI Identifier:
- 1489032
- Grant/Contract Number:
- AC02-05CH11231
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of the American Chemical Society
- Additional Journal Information:
- Journal Volume: 140; Journal Issue: 13; Journal ID: ISSN 0002-7863
- Publisher:
- American Chemical Society (ACS)
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 37 INORGANIC, ORGANIC, PHYSICAL, AND ANALYTICAL CHEMISTRY
Citation Formats
Gentekos, Dillon T., Jia, Junteng, Tirado, Erika S., Barteau, Katherine P., Smilgies, Detlef -M., DiStasio, Jr., Robert A., and Fors, Brett P. Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films. United States: N. p., 2018.
Web. doi:10.1021/jacs.8b00694.
Gentekos, Dillon T., Jia, Junteng, Tirado, Erika S., Barteau, Katherine P., Smilgies, Detlef -M., DiStasio, Jr., Robert A., & Fors, Brett P. Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films. United States. https://doi.org/10.1021/jacs.8b00694
Gentekos, Dillon T., Jia, Junteng, Tirado, Erika S., Barteau, Katherine P., Smilgies, Detlef -M., DiStasio, Jr., Robert A., and Fors, Brett P. Fri .
"Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films". United States. https://doi.org/10.1021/jacs.8b00694. https://www.osti.gov/servlets/purl/1489032.
@article{osti_1489032,
title = {Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films},
author = {Gentekos, Dillon T. and Jia, Junteng and Tirado, Erika S. and Barteau, Katherine P. and Smilgies, Detlef -M. and DiStasio, Jr., Robert A. and Fors, Brett P.},
abstractNote = {We report a method for tuning the domain spacing (Dsp) of self-assembled block copolymer thin films of poly(styrene-block-methyl methacrylate) (PS-b-PMMA) over a large range of lamellar periods. By modifying the molecular weight distribution (MWD) shape (including both the breadth and skew) of the PS block via temporal control of polymer chain initiation in anionic polymerization, we observe increases of up to 41% in Dsp for polymers with the same overall molecular weight (Mn ≈ 125 kg mol–1) without significantly changing the overall morphology or chemical composition of the final material. In conjunction with our experimental efforts, we have utilized concepts from population statistics and least-squares analysis to develop a model for predicting Dsp based on the first three moments of the MWDs. This statistical model reproduces experimental Dsp values with high fidelity (with mean absolute errors of 1.2 nm or 1.8%) and provides novel physical insight into the individual and collective roles played by the MWD moments in determining this property of interest. As a result, this work demonstrates that both MWD breadth and skew have a profound influence over Dsp, thereby providing an experimental and conceptual platform for exploiting MWD shape as a simple and modular handle for fine-tuning Dsp in block copolymer thin films.},
doi = {10.1021/jacs.8b00694},
journal = {Journal of the American Chemical Society},
number = 13,
volume = 140,
place = {United States},
year = {2018},
month = {3}
}
Web of Science
Works referenced in this record:
Multiblock Polymers: Panacea or Pandora's Box?
journal, April 2012
- Bates, F. S.; Hillmyer, M. A.; Lodge, T. P.
- Science, Vol. 336, Issue 6080
Block Copolymer Based Nanostructures: Materials, Processes, and Applications to Electronics
journal, January 2010
- Kim, Ho-Cheol; Park, Sang-Min; Hinsberg, William D.
- Chemical Reviews, Vol. 110, Issue 1
Block Copolymer Thermodynamics: Theory and Experiment
journal, October 1990
- Bates, Frank S.; Fredrickson, Glenn H.
- Annual Review of Physical Chemistry, Vol. 41, Issue 1
Theory of Microphase Separation in Block Copolymers
journal, November 1980
- Leibler, Ludwik
- Macromolecules, Vol. 13, Issue 6
Block copolymers as photonic bandgap materials
journal, November 1999
- Fink, Y.; Urbas, A. M.; Bawendi, M. G.
- Journal of Lightwave Technology, Vol. 17, Issue 11, p. 1963-1969
Block copolymer self-assembly for nanophotonics
journal, January 2015
- Stefik, Morgan; Guldin, Stefan; Vignolini, Silvia
- Chemical Society Reviews, Vol. 44, Issue 15
Broad-wavelength-range chemically tunable block-copolymer photonic gels
journal, October 2007
- Kang, Youngjong; Walish, Joseph J.; Gorishnyy, Taras
- Nature Materials, Vol. 6, Issue 12
Full Color Stop Bands in Hybrid Organic/Inorganic Block Copolymer Photonic Gels by Swelling−Freezing
journal, June 2009
- Kang, Changjoon; Kim, Eunjoo; Baek, Heeyoel
- Journal of the American Chemical Society, Vol. 131, Issue 22
Bicontinuous Cubic Block Copolymer Photonic Crystals
journal, December 2002
- Urbas, A. M.; Maldovan, M.; DeRege, P.
- Advanced Materials, Vol. 14, Issue 24
Photonic Polyethylene from Self-Assembled Mesophases of Polydisperse Olefin Block Copolymers
journal, June 2009
- Hustad, Phillip D.; Marchand, Gary R.; Garcia-Meitin, Eddy I.
- Macromolecules, Vol. 42, Issue 11
Block Copolymer Lithography: Periodic Arrays of 1011 Holes in 1 Square Centimeter
journal, May 1997
- Park, Miri; Harrison, Christopher; Chaikin, Paul M.
- Science, Vol. 276, Issue 5317, p. 1401-1404
Block Copolymer Nanolithography: Translation of Molecular Level Control to Nanoscale Patterns
journal, July 2009
- Bang, Joona; Jeong, Unyong; Ryu, Du Yeol
- Advanced Materials, Vol. 21, Issue 47, p. 4769-4792
Density Multiplication and Improved Lithography by Directed Block Copolymer Assembly
journal, August 2008
- Ruiz, R.; Kang, H.; Detcheverry, F. A.
- Science, Vol. 321, Issue 5891
Epitaxial self-assembly of block copolymers on lithographically defined nanopatterned substrates
journal, July 2003
- Ouk Kim, Sang; Solak, Harun H.; Stoykovich, Mark P.
- Nature, Vol. 424, Issue 6947, p. 411-414
Robust Nanoporous Membranes Templated by a Doubly Reactive Block Copolymer
journal, November 2007
- Chen, Liang; Phillip, William A.; Cussler, E. L.
- Journal of the American Chemical Society, Vol. 129, Issue 45
Nanoporous Membranes Derived from Block Copolymers: From Drug Delivery to Water Filtration
journal, June 2010
- Jackson, Elizabeth A.; Hillmyer, Marc A.
- ACS Nano, Vol. 4, Issue 7
Nanoporous Block Copolymer Membranes for Ultrafiltration: A Simple Approach to Size Tunability
journal, November 2014
- Ahn, Hyungju; Park, Sungmin; Kim, Sang-Woo
- ACS Nano, Vol. 8, Issue 11
Triblock Copolymer Syntheses of Mesoporous Silica with Periodic 50 to 300 Angstrom Pores
journal, January 1998
- Zhao, Dongyuan; Feng, Jianglin; Huo, Qisheng
- Science, Vol. 279, Issue 5350, p. 548-552
Synthesis of a Large-Scale Highly Ordered Porous Carbon Film by Self-Assembly of Block Copolymers
journal, November 2004
- Liang, Chengdu; Hong, Kunlun; Guiochon, Georges A.
- Angewandte Chemie International Edition, Vol. 43, Issue 43, p. 5785-5789
Impact of Morphological Orientation in Determining Mechanical Properties in Triblock Copolymer Systems
journal, January 1996
- Honeker, Christian C.; Thomas, Edwin L.
- Chemistry of Materials, Vol. 8, Issue 8
Polydispersity and block copolymer self-assembly
journal, September 2008
- Lynd, Nathaniel A.; Meuler, Adam J.; Hillmyer, Marc A.
- Progress in Polymer Science, Vol. 33, Issue 9
50th Anniversary Perspective : Living Polymerization—Emphasizing the Molecule in Macromolecules
journal, September 2017
- Grubbs, Robert B.; Grubbs, Robert H.
- Macromolecules, Vol. 50, Issue 18
The plastics revolution: how chemists are pushing polymers to new limits
journal, August 2016
- Peplow, Mark
- Nature, Vol. 536, Issue 7616
Beyond Dispersity: Deterministic Control of Polymer Molecular Weight Distribution
journal, February 2016
- Gentekos, Dillon T.; Dupuis, Lauren N.; Fors, Brett P.
- Journal of the American Chemical Society, Vol. 138, Issue 6
“Shaping” the Future of Molecular Weight Distributions in Anionic Polymerization
journal, June 2016
- Kottisch, Veronika; Gentekos, Dillon T.; Fors, Brett P.
- ACS Macro Letters, Vol. 5, Issue 7
Manipulation of Molecular Weight Distribution Shape as a New Strategy to Control Processing Parameters
journal, August 2017
- Nadgorny, Milena; Gentekos, Dillon T.; Xiao, Zeyun
- Macromolecular Rapid Communications, Vol. 38, Issue 19
Continuous polydispersity in a self-consistent field theory for diblock copolymers
journal, September 2004
- Sides, Scott W.; Fredrickson, Glenn H.
- The Journal of Chemical Physics, Vol. 121, Issue 10
Unexpected Consequences of Block Polydispersity on the Self-Assembly of ABA Triblock Copolymers
journal, February 2012
- Widin, Joan M.; Schmitt, Adam K.; Schmitt, Andrew L.
- Journal of the American Chemical Society, Vol. 134, Issue 8
Polydispersity-Induced Macrophase Separation in Diblock Copolymer Melts
journal, October 2007
- Matsen, M. W.
- Physical Review Letters, Vol. 99, Issue 14
Theory of correlations in partly labelled homopolymer melts
journal, February 1981
- Leibler, Ludwik; Benoit, Henri
- Polymer, Vol. 22, Issue 2
Polydispersity effects on the microphase-separation transition in block copolymers
journal, June 1990
- Burger, C.; Ruland, W.; Semenov, A. N.
- Macromolecules, Vol. 23, Issue 13
Polydispersity-Driven Transition from the Orthorhombic Fddd Network to Lamellae in Poly(isoprene- b -styrene- b -ethylene oxide) Triblock Terpolymers
journal, October 2007
- Meuler, Adam J.; Ellison, Christopher J.; Evans, Christopher M.
- Macromolecules, Vol. 40, Issue 20
Effects of Polydispersity on the Order−Disorder Transition in Block Copolymer Melts
journal, October 2007
- Lynd, Nathaniel A.; Hillmyer, Marc A.
- Macromolecules, Vol. 40, Issue 22
Bulk and Thin Film Morphological Behavior of Broad Dispersity Poly(styrene- b- methyl methacrylate) Diblock Copolymers
journal, May 2013
- Widin, Joan M.; Kim, Myungwoong; Schmitt, Adam K.
- Macromolecules, Vol. 46, Issue 11
Well-Ordered Microdomain Structures in Polydisperse Poly(styrene)−Poly(acrylic acid) Diblock Copolymers from Controlled Radical Polymerization
journal, August 2002
- Bendejacq, D.; Ponsinet, V.; Joanicot, M.
- Macromolecules, Vol. 35, Issue 17
Sub-5 nm Domains in Ordered Poly(cyclohexylethylene)- block -poly(methyl methacrylate) Block Polymers for Lithography
journal, February 2014
- Kennemur, Justin G.; Yao, Li; Bates, Frank S.
- Macromolecules, Vol. 47, Issue 4
Characteristics of Lamellar Mesophases in Strongly Segregated Broad Dispersity ABA Triblock Copolymers
journal, June 2014
- Schmitt, Adam K.; Mahanthappa, Mahesh K.
- Macromolecules, Vol. 47, Issue 13
Influence of Polydispersity on the Self-Assembly of Diblock Copolymers
journal, October 2005
- Lynd, Nathaniel A.; Hillmyer, Marc A.
- Macromolecules, Vol. 38, Issue 21
“Uncontrolled” Preparation of Disperse Poly(lactide)- block -poly(styrene)- block -poly(lactide) for Nanopatterning Applications
journal, October 2016
- Vanderlaan, Marie E.; Hillmyer, Marc A.
- Macromolecules, Vol. 49, Issue 21
Melt and Solid-State Structures of Polydisperse Polyolefin Multiblock Copolymers
journal, June 2012
- Li, Sheng; Register, Richard A.; Weinhold, Jeffrey D.
- Macromolecules, Vol. 45, Issue 14
Polydispersity-Driven Block Copolymer Amphiphile Self-Assembly into Prolate-Spheroid Micelles
journal, January 2012
- Schmitt, Andrew L.; Repollet-Pedrosa, Milton H.; Mahanthappa, Mahesh K.
- ACS Macro Letters, Vol. 1, Issue 2
Molecular Disorder and Mesoscopic Order in Polydisperse Acrylic Block Copolymers Prepared by Controlled Radical Polymerization
journal, August 2006
- Ruzette, Anne-Valérie; Tencé-Girault, Sylvie; Leibler, Ludwik
- Macromolecules, Vol. 39, Issue 17
Effect of large degrees of polydispersity on strongly segregated block copolymers
journal, November 2006
- Matsen, M. W.
- The European Physical Journal E, Vol. 21, Issue 3
Effects of Polydispersity on Phase Behavior of Diblock Copolymers
journal, September 2006
- Cooke, David M.; Shi, An-Chang
- Macromolecules, Vol. 39, Issue 19
Effect of Polydispersity on the Phase Diagrams of Linear ABC Triblock Copolymers in Two Dimensions
journal, November 2005
- Jiang, Ying; Yan, Xiaoyan; Liang, Haojun
- The Journal of Physical Chemistry B, Vol. 109, Issue 44
Effect of polydispersity on the tensile modulus of diblock copolymers in a lamellar phase
journal, September 2005
- Jiang, Ying; Huang, Rui; Liang, Haojun
- The Journal of Chemical Physics, Vol. 123, Issue 12
Fluctuation effects on the order-disorder transition in polydisperse copolymer melts
journal, December 2013
- Pandav, Gunja; Ganesan, Venkat
- The Journal of Chemical Physics, Vol. 139, Issue 21
Dispersity effects in polymer self-assemblies: a matter of hierarchical control
journal, January 2017
- Doncom, Kay E. B.; Blackman, Lewis D.; Wright, Daniel B.
- Chemical Society Reviews, Vol. 46, Issue 14
Effects of Tailored Dispersity on the Self-Assembly of Dimethylsiloxane–Methyl Methacrylate Block Co-Oligomers
journal, June 2017
- Oschmann, Bernd; Lawrence, Jimmy; Schulze, Morgan W.
- ACS Macro Letters, Vol. 6, Issue 7
Molecular weight dependence of lamellar domain spacing of diblock copolymers in bulk
journal, September 1990
- Matsushita, Yushu; Mori, Katsuaki; Saguchi, Ryuichi
- Macromolecules, Vol. 23, Issue 19
Lamellar Diblock Copolymer Thin Films Investigated by Tapping Mode Atomic Force Microscopy: Molar-Mass Dependence of Surface Ordering
journal, November 2003
- Busch, Peter; Posselt, Dorthe; Smilgies, Detlef-M.
- Macromolecules, Vol. 36, Issue 23
Synthesis of High Molecular Weight Comb Block Copolymers and Their Assembly into Ordered Morphologies in the Solid State
journal, August 2007
- Runge, M. Brett; Bowden, Ned B.
- Journal of the American Chemical Society, Vol. 129, Issue 34
Highly Oriented Thin-Film Microdomain Patterns of Ultrahigh Molecular Weight Block Copolymers via Directional Solidification of a Solvent
journal, October 2006
- Yoon, J.; Lee, W.; Thomas, E. L.
- Advanced Materials, Vol. 18, Issue 20
Directed Assembly of High Molecular Weight Block Copolymers: Highly Ordered Line Patterns of Perpendicularly Oriented Lamellae with Large Periods
journal, March 2013
- Kim, Eunhye; Ahn, Hyungju; Park, Sungmin
- ACS Nano, Vol. 7, Issue 3
Influence of molecular parameters on material processability in extrusion processes
journal, May 1999
- Nichetti, D.; Manas-Zloczower, I.
- Polymer Engineering & Science, Vol. 39, Issue 5
Effect of molecular weight and crystallinity on poly(lactic acid) mechanical properties
journal, January 1996
- Perego, Gabriele; Cella, Gian Domenico; Bastioli, Catia
- Journal of Applied Polymer Science, Vol. 59, Issue 1
Molecular weight and polydispersity effects at polymer-polymer interfaces
journal, January 1990
- Broseta, Daniel; Fredrickson, Glenn H.; Helfand, Eugene
- Macromolecules, Vol. 23, Issue 1
Interfacial tension of immiscible polymer blends: temperature and molecular weight dependence
journal, October 1988
- Anastasiadis, Spiros H.; Gancarz, Irena; Koberstein, Jeffrey T.
- Macromolecules, Vol. 21, Issue 10
Effects of block copolymer polydispersity and χN on pattern line edge roughness and line width roughness from directed self-assembly of diblock copolymers
conference, March 2013
- Peters, Andrew J.; Lawson, Richard A.; Ludovice, Peter J.
- SPIE Advanced Lithography, SPIE Proceedings
Effect of Symmetry of Molecular Weight Distribution in Block Copolymers on Formation of “Metastable” Morphologies
journal, August 2008
- Listak, Jessica; Jakubowski, Wojciech; Mueller, Laura
- Macromolecules, Vol. 41, Issue 15
Theory of Polydisperse Block Copolymer Melts: Beyond the Schulz−Zimm Distribution
journal, May 2008
- Lynd, Nathaniel A.; Hillmyer, Marc A.; Matsen, Mark W.
- Macromolecules, Vol. 41, Issue 12
Anionic vinyl polymerization—50 years after Michael Szwarc
journal, February 2007
- Baskaran, D.; Muller, A.
- Progress in Polymer Science, Vol. 32, Issue 2
Polymers with Complex Architecture by Living Anionic Polymerization
journal, December 2001
- Hadjichristidis, Nikos; Pitsikalis, Marinos; Pispas, Stergios
- Chemical Reviews, Vol. 101, Issue 12
Linear and non-linear triblock terpolymers. Synthesis, self-assembly in selective solvents and in bulk
journal, July 2005
- Hadjichristidis, N.; Iatrou, H.; Pitsikalis, M.
- Progress in Polymer Science, Vol. 30, Issue 7
Sampling and Extra-Column Effects in High-Performance Liquid Chromatography; Influence of Peak Skew on Plate Count Calculations
journal, August 1977
- Kirkland, J. J.; Yau, W. W.; Stoklosa, H. J.
- Journal of Chromatographic Science, Vol. 15, Issue 8
Molecular weight distributions of polymers
journal, September 1969
- Rudin, A.
- Journal of Chemical Education, Vol. 46, Issue 9
Polypropylene chain scissions and molecular weight changes in multiple extrusion
journal, April 1998
- González-González, V. A.; Neira-Velázquez, G.; Angulo-Sánchez, J. L.
- Polymer Degradation and Stability, Vol. 60, Issue 1
Surface Morphology Diagram for Cylinder-Forming Block Copolymer Thin Films
journal, November 2008
- Zhang, Xiaohua; Berry, Brian C.; Yager, Kevin G.
- ACS Nano, Vol. 2, Issue 11
Lamellar Diblock Copolymer Thin Films during Solvent Vapor Annealing Studied by GISAXS: Different Behavior of Parallel and Perpendicular Lamellae
journal, August 2014
- Zhang, Jianqi; Posselt, Dorthe; Smilgies, Detlef-M.
- Macromolecules, Vol. 47, Issue 16
The effect of heat treatment on the internal structure of nanostructured block copolymer films
journal, June 2011
- Sepe, A.; Hoppe, E. T.; Jaksch, S.
- Journal of Physics: Condensed Matter, Vol. 23, Issue 25
A Free Energy Model for Confined Diblock Copolymers
journal, October 1994
- Walton, D. G.; Kellogg, G. J.; Mayes, A. M.
- Macromolecules, Vol. 27, Issue 21
Influence of film casting method on block copolymer ordering in thin films
journal, January 2012
- Zhang, Xiaohua; Douglas, Jack F.; Jones, Ronald L.
- Soft Matter, Vol. 8, Issue 18
Inner Structure of Thin Films of Lamellar Poly(styrene- b -butadiene) Diblock Copolymers As Revealed by Grazing-Incidence Small-Angle Scattering
journal, January 2007
- Busch, P.; Posselt, D.; Smilgies, D. -M.
- Macromolecules, Vol. 40, Issue 3
Effect of the Molecular Weight of AB Diblock Copolymers on the Lamellar Orientation in Thin Films: Theory and Experiment
journal, March 2007
- Potemkin, Igor I.; Busch, Peter; Smilgies, Detlef-M.
- Macromolecular Rapid Communications, Vol. 28, Issue 5
Unifying Weak- and Strong-Segregation Block Copolymer Theories
journal, January 1996
- Matsen, M. W.; Bates, F. S.
- Macromolecules, Vol. 29, Issue 4
Theory of Polydisperse Inhomogeneous Polymers
journal, July 2003
- Fredrickson, Glenn H.; Sides, Scott W.
- Macromolecules, Vol. 36, Issue 14
Domain swelling in ARB-type triblock copolymers via self-adjusting effective dispersity
journal, January 2017
- Woo, Sanghoon; Shin, Tae Joo; Choe, Youngson
- Soft Matter, Vol. 13, Issue 33
Effects of polydispersity in the end-grafted polymer brush
journal, March 1989
- Milner, S. T.; Witten, T. A.; Cates, M. E.
- Macromolecules, Vol. 22, Issue 2
Fast and Accurate Modeling of Molecular Atomization Energies with Machine Learning
journal, January 2012
- Rupp, Matthias; Tkatchenko, Alexandre; Müller, Klaus-Robert
- Physical Review Letters, Vol. 108, Issue 5
Gaussian Approximation Potentials: The Accuracy of Quantum Mechanics, without the Electrons
journal, April 2010
- Bartók, Albert P.; Payne, Mike C.; Kondor, Risi
- Physical Review Letters, Vol. 104, Issue 13
Generalized Neural-Network Representation of High-Dimensional Potential-Energy Surfaces
journal, April 2007
- Behler, Jörg; Parrinello, Michele
- Physical Review Letters, Vol. 98, Issue 14
Predicting the fracture toughness of PNCs: A stochastic approach based on ANN and ANFIS
journal, May 2015
- Hamdia, Khader M.; Lahmer, Tom; Nguyen-Thoi, Trung
- Computational Materials Science, Vol. 102
Accelerating materials property predictions using machine learning
journal, September 2013
- Pilania, Ghanshyam; Wang, Chenchen; Jiang, Xun
- Scientific Reports, Vol. 3, Issue 1
Characterization of polymer thin films with small‐angle X‐ray scattering under grazing incidence (GISAXS)
journal, September 2002
- Smilgies, Detlef‐M.; Busch, Peter; Papadakis, Christine M.
- Synchrotron Radiation News, Vol. 15, Issue 5
Widely Tunable Morphologies in Block Copolymer Thin Films Through Solvent Vapor Annealing Using Mixtures of Selective Solvents
journal, April 2015
- Chavis, Michelle A.; Smilgies, Detlef-M.; Wiesner, Ulrich B.
- Advanced Functional Materials, Vol. 25, Issue 20
Highly Oriented and Ordered Arrays from Block Copolymers via Solvent Evaporation
journal, February 2004
- Kim, S. H.; Misner, M. J.; Xu, T.
- Advanced Materials, Vol. 16, Issue 3, p. 226-231
Structural Analysis of Block Copolymer Thin Films with Grazing Incidence Small-Angle X-ray Scattering
journal, May 2005
- Lee, Byeongdu; Park, Insun; Yoon, Jinhwan
- Macromolecules, Vol. 38, Issue 10
Grazing-incidence small-angle X-ray scattering from thin polymer films with lamellar structures – the scattering cross section in the distorted-wave Born approximation
journal, May 2006
- Busch, P.; Rauscher, M.; Smilgies, D. -M.
- Journal of Applied Crystallography, Vol. 39, Issue 3
Nika : software for two-dimensional data reduction
journal, March 2012
- Ilavsky, Jan
- Journal of Applied Crystallography, Vol. 45, Issue 2
A survey of cross-validation procedures for model selection
journal, January 2010
- Arlot, Sylvain; Celisse, Alain
- Statistics Surveys, Vol. 4, Issue 0
Ridge Regression: Biased Estimation for Nonorthogonal Problems
journal, February 1970
- Hoerl, Arthur E.; Kennard, Robert W.
- Technometrics, Vol. 12, Issue 1
Works referencing / citing this record:
Polymer Dispersity Control by Organocatalyzed Living Radical Polymerization
journal, March 2019
- Liu, Xu; Wang, Chen‐Gang; Goto, Atsushi
- Angewandte Chemie, Vol. 131, Issue 17
Comprehensive control over molecular weight distributions through automated polymerizations
journal, January 2019
- Rubens, Maarten; Junkers, Tanja
- Polymer Chemistry, Vol. 10, Issue 46
Dispersity and architecture driven self-assembly and confined crystallization of symmetric branched block copolymers
journal, January 2019
- Pitet, Louis M.; Chamberlain, Bradley M.; Hauser, Adam W.
- Polymer Chemistry, Vol. 10, Issue 39
Polymer Dispersity Control by Organocatalyzed Living Radical Polymerization
journal, March 2019
- Liu, Xu; Wang, Chen‐Gang; Goto, Atsushi
- Angewandte Chemie International Edition, Vol. 58, Issue 17
Investigation of the Locked-Unlocked Mechanism in Living Anionic Polymerization Realized with 1-(Tri-isopropoxymethylsilylphenyl)-1-phenylethylene
journal, November 2018
- Liu, Pibo; Ma, Hongwei; Han, Li
- Angewandte Chemie International Edition, Vol. 57, Issue 50
A predictive framework for mixing low dispersity polymer samples to design custom molecular weight distributions
journal, January 2019
- Rubens, Maarten; Junkers, Tanja
- Polymer Chemistry, Vol. 10, Issue 42
Controlling polymer properties through the shape of the molecular-weight distribution
journal, October 2019
- Gentekos, Dillon T.; Sifri, Renee J.; Fors, Brett P.
- Nature Reviews Materials, Vol. 4, Issue 12
Effect of the molecular weight distribution of the hydrophobic block on the formation of inverse cubic mesophases of block copolymers with a discrete branched hydrophilic block
journal, January 2019
- Ha, Sungmin; Kim, Kyoung Taek
- Polymer Chemistry, Vol. 10, Issue 42
Tailoring polymer dispersity and shape of molecular weight distributions: methods and applications
journal, January 2019
- Whitfield, Richard; Truong, Nghia P.; Messmer, Daniel
- Chemical Science, Vol. 10, Issue 38
Tailor-made thermoplastic elastomers: customisable materials via modulation of molecular weight distributions
journal, January 2020
- Rosenbloom, Stephanie I.; Gentekos, Dillon T.; Silberstein, Meredith N.
- Chemical Science, Vol. 11, Issue 5
Dispersity control in atom transfer radical polymerizations through addition of phenylhydrazine
journal, January 2018
- Yadav, Vivek; Hashmi, Nairah; Ding, Wenyue
- Polymer Chemistry, Vol. 9, Issue 33
Engineering self-assembly of giant molecules in the condensed state based on molecular nanoparticles
journal, January 2019
- Zhang, Wei; Liu, Yuchu; Huang, Jiahao
- Soft Matter, Vol. 15, Issue 36
Tuning Dispersity by Photoinduced Atom Transfer Radical Polymerisation: Monomodal Distributions with ppm Copper Concentration
journal, September 2019
- Whitfield, Richard; Parkatzidis, Kostas; Rolland, Manon
- Angewandte Chemie International Edition, Vol. 58, Issue 38
Predictive design of polymer molecular weight distributions in anionic polymerization
journal, January 2020
- Domanskyi, Sergii; Gentekos, Dillon T.; Privman, Vladimir
- Polymer Chemistry, Vol. 11, Issue 2
Recent progress on polydispersity effects on block copolymer phase behavior
journal, April 2019
- Kim, Inho; Li, Sheng
- Polymer Reviews, Vol. 59, Issue 3
Precise modulation of molecular weight distribution for structural engineering
journal, January 2019
- Tan, Rui; Zhou, Dongdong; Liu, Baolei
- Chemical Science, Vol. 10, Issue 46
Deconstructing Oligomer Distributions: Discrete Species and Artificial Distributions
journal, September 2019
- De Neve, Jeroen; Haven, Joris J.; Harrisson, Simon
- Angewandte Chemie International Edition, Vol. 58, Issue 39
Amphiphilic fluorous random copolymer self‐assembly for encapsulation of a fluorinated agrochemical
journal, September 2018
- Ko, Jeong Hoon; Bhattacharya, Arvind; Terashima, Takaya
- Journal of Polymer Science Part A: Polymer Chemistry, Vol. 57, Issue 3
Tuning Dispersity by Photoinduced Atom Transfer Radical Polymerisation: Monomodal Distributions with ppm Copper Concentration
journal, August 2019
- Whitfield, Richard; Parkatzidis, Kostas; Rolland, Manon
- Angewandte Chemie, Vol. 131, Issue 38
Deconstructing Oligomer Distributions: Discrete Species and Artificial Distributions
journal, July 2019
- De Neve, Jeroen; Haven, Joris J.; Harrisson, Simon
- Angewandte Chemie, Vol. 131, Issue 39
Investigation of the Locked-Unlocked Mechanism in Living Anionic Polymerization Realized with 1-(Tri-isopropoxymethylsilylphenyl)-1-phenylethylene
journal, November 2018
- Liu, Pibo; Ma, Hongwei; Han, Li
- Angewandte Chemie, Vol. 130, Issue 50
Tailoring polymer dispersity and shape of molecular weight distributions: methods and applications
text, January 2019
- Whitfield, Richard; Truong, Nghia P.; Messmer, Daniel
- ETH Zurich