*New Constructions in Cellular Automata*. 2003, with David Griffeath*Computational Complexity and Statistical Physics*. 2006, with Allon G. Percus, Gabriel Istrate*The Nature of Computation*. 2011, with Stephan Mackenzie

- Finite-Dimensional Analog Computers: Flows, Maps, and Recurrent Neural Networks. 1998. (In
*Unconventional Models of Computation, UMC'98*) - Upper and Lower Bounds on Continuous-Time Computation. 2001. (In
*Unconventional Models of Computation, UMC'2K*) - Pedagogical sessions. 2004. (In
*Unifying Themes in Complex Systems II*) - Introduction: where statistical physics meets computation. 2006. (In
*Computational Complexity and Statistical Physics*)

- • Nicholas Mark Gotts.
**Self-Organized Construction in Sparse Random Arrays of Conway's Game of Life**. 2003 - • Mark D. Niemiec.
**Synthesis of Complex Life Objects from Gliders**. 2003 - • David Griffeath, Dean Hickerson.
**A Two-Dimensional Cellular Automaton Crystal with Irrational Density**. 2003 - • Matthew Cook.
**Still Life Theory**. 2003 - • Kellie Michele Evans.
**Replicators and Larger-than-Life Examples**. 2003 - • Janko Gravner.
**Growth Phenomena in Cellular Automata**. 2003 - • Martin Nilsson, Steen Rasmussen, Bernd Mayer, David Whitten.
**Constructive Molecular Dynamics Lattice Gases: Three-Dimensional Molecular Self-Assembly**. 2003 - • Raissa D'Souza, George E. Homsy, Norman H. Margolus.
**Simulating Digital Logic with the Reversible Aggregation Model of Crystal Growth**. 2003 - • Norman H. Margolus.
**Universal Cellular Automata Based on the Collisions of Soft Spheres**. 2003 - • Nienke A. Oomes.
**Emerging Markets and Persistent Inequality in a Nonlinear Voting Model**. 2003 - • Joy V. Hughes.
**Cellular Automata for Imaging, Art, and Video**. 2003 - • Rudy Rucker.
**Continuous-Valued Cellular Automata in Two Dimensions**. 2003 - • Gadi Moran.
**Phase Transition via Cellular Automata**. 2003

Computer science and physics have been closely linked since the birth of modern computing.
In recent years, an interdisciplinary area has blossomed at the junction of these fields,
connecting insights from statistical physics with basic computational challenges.
Researchers have successfully applied techniques from the study of phase transitions
to analyze NP-complete problems such as satisfiability and graph coloring.
This is leading to a new understanding of the structure of these problems, and of how algorithms perform on them.

*Computational Complexity and Statistical Physics* will serve as a standard reference
and pedagogical aid to statistical physics methods in computer science,
with a particular focus on phase transitions in combinatorial problems.
Addressed to a broad range of readers, the book includes substantial background material
along with current research by leading computer scientists, mathematicians, and physicists.
It will prepare students and researchers from all of these fields to contribute to this exciting area.

- •
**Introduction: where statistical physics meets computation**. 2006 - • Gil Kalai, Shmuel Safra.
**Threshold phenomena and influence: perspectives from mathematics, computer science, and economics**. 2006 - • Simona Cocca, Remi Monasson, Andrea Montanari, Guilhem Semerjian.
**Analyzing search algorithms with physical methods**. 2006 - • Alfredo Bausnstein, Marc Mezard, Martin Weigt, Riccardo Zecchina.
**Constraint satisfaction by survey propagation**. 2006 - • Stephan Mertens.
**The easiest hard problem: number partitioning**. 2006 - • Sigismund Kobe, Jarek Krawczyk.
**Ground states, energy landscape, and low-temperature dynamics of +/-J spin glasses**. 2006 - • Lefteris M. Kirousis, Yannis C. Stamatiou, Michele Zito.
**The satisfiability threshold conjecture: techniques behind upper bound improvements**. 2006 - • Alexis C. Kaporis, Lefteris M. Kirousis, Yannis C. Stamatiou.
**Proving conditional randomness using the principla of deferred decisions**. 2006 - • Demetrios D. Demopoulos, Moshe Y. Vardi.
**The phase transition in the random HornSAT problem**. 2006 - • Tad Hogg.
**Phase transitions for quantum search algorithms**. 2006 - • Zoltan Toroczkai, Gyorgy Korniss, Mark A. Novotny, Hasan Guclu.
**Scalability, random surfaces, and synchronized computing networks**. 2006 - • Christian M. Reidys.
**Combinatorics of genotype-phenotype maps: an RNA case study**. 2006 - • Harry B. Hunt III, Madhav V. Marathe, Daniel J. Rozenkrantz, Richard E. Stearns.
**Towards a predictive computational complexity theory for periodically specified problems: a survey**. 2006