ABSTRACT Recent studies of active matter have stimulated interest in the driven self-assembly of complex structures. Phenomenological modeling of particular examples has yielded insight, but general thermodynamic principles unifying the rich diversity of behaviors observed have been elusive. Here, we study the stochastic search of a toy chemical space by a collection of reacting Brownian particles subject to periodic forcing. We observe the emergence of an adaptive resonance in the system matched to the drive frequency, and show that the increased work absorption by these resonant structures is key to their stabilization. Our findings are consistent with a recently proposed thermodynamic mechanism for far-from-equilibrium self-organization.
Bookmarks
🔖 Spontaneous fine-tuning to environment in many-species chemical reaction networks | PNAS
Significance A qualitatively more diverse range of possible behaviors emerge in many-particle systems once external drives are allowed to push the system far from equilibrium; nonetheless, general thermodynamic principles governing nonequilibrium pattern formation and self-assembly have remained elusive, despite intense interest from researchers across disciplines. Here, we use the example of a randomly wired driven chemical reaction network to identify a key thermodynamic feature of a complex, driven system that characterizes the “specialness” of its dynamical attractor behavior. We show that the network’s fixed points are biased toward the extremization of external forcing, causing them to become kinetically stabilized in rare corners of chemical space that are either atypically weakly or strongly coupled to external environmental drives. Abstract A chemical mixture that continually absorbs work from its environment may exhibit steady-state chemical concentrations that deviate from their equilibrium values. Such behavior is particularly interesting in a scenario where the environmental work sources are relatively difficult to access, so that only the proper orchestration of many distinct catalytic actors can power the dissipative flux required to maintain a stable, far-from-equilibrium steady state. In this article, we study the dynamics of an in silico chemical network with random connectivity in an environment that makes strong thermodynamic forcing available only to rare combinations of chemical concentrations. We find that the long-time dynamics of such systems are biased toward states that exhibit a fine-tuned extremization of environmental forcing.

An Introduction to the IndieWeb | AltPlatform
Whether you're starting a blog, building your personal brand, posting a resume, promoting a hobby, writing a personal journal, creating an online commonplace book, sharing photos or content with friends, family, or colleagues, writing reviews, sharing recipes, podcasting, or any one of the thousand other things people do online it all starts with having a presence and an identity online.
I’ve written an introduction–aimed at beginners (and non-developers)–on AltPlatform.org that I hope might help out others who are thinking about or starting their own journey.
Editor’s Note:
As of December 2017, the AltPlatform.org site which originally published this article has shut down. I’ve smartly kept a private archived copy of the original of this post here on my personal site and manually syndicated a copy of it to AltPlatform for just such a possibility. (Hooray for PASTA (Publish Anywhere, Save to (Private) Archive)!) As a result of the shutdown, I’m making the original public here and you can now read it below.
If you wish, you can also read a copy of the original as it appeared on AltPlatform on the Internet Archive.
Introduction to Algebraic Geometry | UCLA Extension in Fall 2017
Algebraic geometry is the study, using algebraic tools, of geometric objects defined as the solution sets to systems of polynomial equations in several variables. This introductory course, the first in a two-quarter sequence, develops the basic theory of the subject, beginning with seminal theorems—the Hilbert Basis Theorem and Hilbert’s Nullstellensatz—that establish the dual relationship between so-called varieties—both affine and projective—and certain ideals of the polynomial ring in some number of variables. Topics covered in this first quarter include: algebraic sets, projective spaces, Zariski topology, coordinate rings, the Grassmannian, irreducibility and dimension, morphisms, sheaves, and prevarieties. The theoretical discussion will be supported by a large number of examples and exercises. The course should appeal to those with an interest in gaining a deeper understanding of the mathematical interplay among algebra, geometry, and topology. Prerequisites: Some exposure to advanced mathematical methods, particularly those pertaining to ring theory, fields extensions, and point-set topology.
Yes math fans, as previously hinted at in prior conversations, we’ll be taking a deep dive into the overlap of algebra and geometry. Be sure to line up expeditiously as registration for the class won’t happen until July 31, 2017.
While it’s not yet confirmed, some sources have indicated that this may be the first part of a two quarter sequence on the topic. As soon as we have more details, we’ll post them here first. As of this writing, there is no officially announced textbook for the course, but we’ve got some initial guesses and the best are as follows (roughly in decreasing order):
- Ideals, Varieties, and Algorithms: An Introduction to Computational Algebraic Geometry and Commutative Algebra (Undergraduate Texts in Mathematics) 4th ed. by David A. Cox, John Little, and Donal O’Shea
- Algebraic Geometry: An Introduction (Universitext) by Daniel Perrin
- An Invitation to Algebraic Geometry (Universitext) by Karen E. Smith, Lauri Kahanpää, Pekka Kekäläinen, William Traves
- Algebraic Geometry (Dover Books on Mathematics) by Solomon Lefschetz (Less likely based on level and age, but Dr. Miller does love inexpensive Dover editions)
For those who are new to Dr. Miller’s awesome lectures, I’ve written some hints and tips on what to expect.
Most of his classes range from about 20-30 people, many of them lifelong regulars. (Yes, there are dozens of people like me who will take almost everything he teaches–he’s that good. This class, my 22nd, will be the start of my second decade of math with him.)

🔖 A Course in Game Theory by Martin J. Osborne, Ariel Rubinstein | MIT Press
A Course in Game Theory presents the main ideas of game theory at a level suitable for graduate students and advanced undergraduates, emphasizing the theory's foundations and interpretations of its basic concepts. The authors provide precise definitions and full proofs of results, sacrificing generalities and limiting the scope of the material in order to do so. The text is organized in four parts: strategic games, extensive games with perfect information, extensive games with imperfect information, and coalitional games. It includes over 100 exercises.
Free, personal copy is downloadable in .pdf format with registration here.

🔖 Subjectivity and Correlation in Randomized Strategies by Robert J. Aumann | Journal of Mathematical Economics
(.pdf download) Subjectivity and correlation, though formally related, are conceptually distinct and independent issues. We start by discussing subjectivity. A mixed strategy in a game involves the selection of a pure strategy by means of a random device. It has usually been assumed that the random device is a coin flip, the spin of a roulette wheel, or something similar; in brief, an ‘objective’ device, one for which everybody agrees on the numerical values of the probabilities involved. Rather oddly, in spite of the long history of the theory of subjective probability, nobody seems to have examined the consequences of basing mixed strategies on ‘subjective’ random devices, i.e. devices on the probabilities of whose outcomes people may disagree (such as horse races, elections, etc.).
🔖 Communication complexity of approximate Nash equilibria | arXiv
For a constant ϵ, we prove a poly(N) lower bound on the (randomized) communication complexity of ϵ-Nash equilibrium in two-player NxN games. For n-player binary-action games we prove an exp(n) lower bound for the (randomized) communication complexity of (ϵ,ϵ)-weak approximate Nash equilibrium, which is a profile of mixed actions such that at least (1−ϵ)-fraction of the players are ϵ-best replying.
A two-day event filled with sessions, networking, and social events covering a variety of topics, all dedicated to the confluence of WordPress in higher education. The second annual WPCampus conference will take place July 14-15, 2017 at Canisius College in lovely Buffalo, New York.
Plugin: Post OPML to WordPress
This plugin allows you to publish the contents of an OPML file in any WordPress post or page. Just put the URL of the file (it must be public on the internet) in between the quotes using this shortcode: [opml url=""]
🔖 A relatively comprehensive list of Indieweb sites
Indie Map is a complete crawl of 2300 of the most active IndieWeb sites, sliced and diced and rolled up in a few useful ways: Social graph API and interactive map. SQL queryable dataset and GUI analytics. Raw crawl data in WARC format: 2300 sites, 5.7M pages, 380GB HTML + mf2. Indie Map is free, open source, and placed into the public domain via the CC0 public domain dedication. Crawled content remains the property of each site's owner and author, and subject to their existing copyrights.
cc: Richard MacManus
🔖 A Mind at Play: How Claude Shannon Invented the Information Age by Jimmy Soni, Rob Goodman
The life and times of one of the foremost intellects of the twentieth century: Claude Shannon—the neglected architect of the Information Age, whose insights stand behind every computer built, email sent, video streamed, and webpage loaded. Claude Shannon was a groundbreaking polymath, a brilliant tinkerer, and a digital pioneer. He constructed a fleet of customized unicycles and a flamethrowing trumpet, outfoxed Vegas casinos, and built juggling robots. He also wrote the seminal text of the digital revolution, which has been called “the Magna Carta of the Information Age.” His discoveries would lead contemporaries to compare him to Albert Einstein and Isaac Newton. His work anticipated by decades the world we’d be living in today—and gave mathematicians and engineers the tools to bring that world to pass. In this elegantly written, exhaustively researched biography, Jimmy Soni and Rob Goodman reveal Claude Shannon’s full story for the first time. It’s the story of a small-town Michigan boy whose career stretched from the era of room-sized computers powered by gears and string to the age of Apple. It’s the story of the origins of our digital world in the tunnels of MIT and the “idea factory” of Bell Labs, in the “scientists’ war” with Nazi Germany, and in the work of Shannon’s collaborators and rivals, thinkers like Alan Turing, John von Neumann, Vannevar Bush, and Norbert Wiener. And it’s the story of Shannon’s life as an often reclusive, always playful genius. With access to Shannon’s family and friends, A Mind at Play brings this singular innovator and creative genius to life.
With any luck an advanced reader copy is speeding it way to me! (Sorry you can’t surprise me with a belated copy for my birthday.) A review is forthcoming.
You have to love the cover art by Lauren Peters-Collaer.
Resources from Domains 2017
Indie EdTech and Other Curiosities, June 5-6, 2017 at University of Oklahoma
Keynote: Neither Locked out nor locked in by Martha Burtis
Live-streamed videos from Virtually Connecting
DoOO Curriculum on Github
JBJ blogpost: Looking back at #Domains17
🔖 Feed reader revolution: it’s time to embrace open & disrupt social media
By supporting Micropub, indie-config, and/or action URLs, current feed readers can make it far easier for people on the open web to not only read content the way they currently do on siloed social media services like Facebook, Twitter, Instagram, et al. Increased ease-of-use to allow these functionalities with beautiful user interface will help to move users out of walled-gardens where they’re trapped into the larger universe of the free and open internet. Individuals with their own websites can support the acceptance of these posts to save their interactions with what they’ve read, be they comments, likes, bookmarks, or other interactions. They can also close the loop by supporting Webmentions so that their comments can be sent to (and potentially displayed) on others’ websites. All of these pieces combined make for a more open and democratic web.
When this publication from Richard MacManus (the founder of ReadWriteWeb.com, one of my old favorite standbys) popped up a few weeks ago with the tagline “A non-profit tech blog about the open web”, I immediately bookmarked it and knew it would be at the top of my subscription list. When I read his founding manifesto for the blog, I was hooked and bumped it to the top of my list and tipped off others:
This looks like a must-read blog for #Indieweb proponents.https://t.co/pVvG1h34nb
— ChrisAldrich (@ChrisAldrich) May 31, 2017
There’s also some great articles up by Emre Sokullu, Brian Hendrickson, and Richard MacManus on a variety of other great topics. I hope you’ll take a look at what they’re doing and subscribe.
I’m pleased that they’ve taken something I was planning on posting here on my site and are giving it some wider exposure.
If you’re a journalist, blogger, or writer in the space, do feel free to connect with them to pitch ideas.
Twitter List from #Domains17
Teachers, educators, researchers, technologists using open technologies in education #openEd, #edTech, #DoOO, #IndieWeb
Feel free to either subscribe to the list (useful when adding streams to things like Tweetdeck), or for quickly scanning down the list and following people on a particular topic en-masse. Hopefully it will help people to remain connected following the conference. I’ve written about some other ideas about staying in touch here.
If you or someone you know is conspicuously missing, please let me know and I’m happy to add them. Hopefully this list will free others from spending the inordinate amount of time to create similar bulk lists from the week.
🔖 dokieli
dokieli is a clientside editor for decentralised article publishing, annotations and social interactions.
dokieli envisions research results, analysis and data all being produced interactively on the Web and seamlessly linked to and from articles. Through annotations and notifications, the academic process of peer-review can be open, transparent and decentralised for researchers.