DeepMind’s program AlphaGo beat Fan Hui, the European Go champion, five times out of five in tournament conditions, the firm reveals in research published in Nature on 27 January. It also defeated its silicon-based rivals, winning 99.8% of games against the current best programs. The program has yet to play the Go equivalent of a world champion, but a match against South Korean professional Lee Sedol, considered by many to be the world’s strongest player, is scheduled for March. “We’re pretty confident,” says DeepMind co-founder Demis Hassabis.
The technique is deep recurrent learning with neural networks.
Distributed Solar: The Democratizaton of Energy
Blogroll
- Mark Berliner's video lecture "Bayesian mechanistic-statistical modeling with examples in geophysical settings"
- Musings on Quantitative Paleoecology Quantitative methods and palaeoenvironments.
- Peter Congdon's Bayesian statistical modeling Peter Congdon’s collection of links pertaining to his several books on Bayesian modeling
- James' Empty Blog
- Subsidies for wind and solar versus subsidies for fossil fuels
- ggplot2 and ggfortify Plotting State Space Time Series with ggplot2 and ggfortify
- OOI Data Nuggets OOI Ocean Data Lab: The Data Nuggets
- The Plastic Pick-Up: Discovering new sources of marine plastic pollution
- Lenny Smith's CHAOS: A VERY SHORT INTRODUCTION This is a PDF version of Lenny Smith’s book of the same title, also available from Amazon.com
- Patagonia founder Yvon Chouinard on how businesses can help our collective environmental mess Patagonia’s Yvon Chouinard set the standard for how a business can mitigate the ravages of capitalism on earth’s environment. At 81 years old, he’s just getting started.
- Giant vertical monopolies for energy have stopped making sense
- Ives and Dakos techniques for regime changes in series
- South Shore Recycling Cooperative Materials management, technical assistance and networking, town advocacy, public outreach
- Logistic curves in market disruption From DollarsPerBBL, about logistic or S-curves as models of product take-up rather than exponentials, with notes on EVs
- Karl Broman
- Busting Myths About Heat Pumps Heat pumps are perhaps the most efficient heating and cooling systems available. Recent literature distributed by utilities hawking natural gas and other sources use performance figures from heat pumps as they were available 15 years ago. See today’s.
- Mrooijer's Numbers R 4Us
- AP Statistics: Sampling, by Michael Porinchak Twin City Schools
- BioPython A collection of Python tools for quantitative Biology
- Dominic Cummings blog Chief advisor to the PM, United Kingdom
- Thaddeus Stevens quotes As I get older, I admire this guy more and more
- John Cook's reasons to use Bayesian inference
- Healthy Home Healthy Planet
- All about Sankey diagrams
- Dollars per BBL: Energy in Transition
- Hermann Scheer Hermann Scheer was a visionary, a major guy, who thought deep thoughts about energy, and its implications for humanity’s relationship with physical reality
- "The Expert"
- "Consider a Flat Pond" Invited talk introducing systems thinking, by Jan Galkowski, at First Parish in Needham, UU, via Zoom
- Dr James Spall's SPSA
- Team Andrew Weinberg Walking September 8th for the Jimmy Fund!
- American Statistical Association
- Prediction vs Forecasting: Knaub “Unfortunately, ‘prediction,’ such as used in model-based survey estimation, is a term that is often subsumed under the term ‘forecasting,’ but here we show why it is important not to confuse these two terms.”
- Label Noise
- Quotes by Nikola Tesla Quotes by Nikola Tesla, including some of others he greatly liked.
- Woods Hole Oceanographic Institution (WHOI)
- Ted Dunning
- Bob Altemeyer on authoritarianism (via Dan Satterfield) The science behind the GOP civil war
- Flettner Rotor Bruce Yeany introduces the Flettner Rotor and related science
- WEAPONS OF MATH DESTRUCTION, reviews Reviews of Cathy O’Neil’s new book
- Carl Safina's blog One of the wisest on Earth
- Mertonian norms
- Brendon Brewer on Overfitting Important and insightful presentation by Brendon Brewer on overfitting
- Gabriel's staircase
- Fear and Loathing in Data Science Cory Lesmeister’s savage journey to the heart of Big Data
- John Kruschke's "Dong Bayesian data analysis" blog Expanding and enhancing John’s book of same title (now in second edition!)
- What If
- Higgs from AIR describing NAO and EA Stephanie Higgs from AIR Worldwide gives a nice description of NAO and EA in the context of discussing “The Geographic Impact of Climate Signals on European Winter Storms”
- Beautiful Weeds of New York City
- Tim Harford's “More or Less'' Tim Harford explains – and sometimes debunks – the numbers and statistics used in political debate, the news and everyday life
- The Keeling Curve: its history History of the Keeling Curve and Charles David Keeling
climate change
- James Powell on sampling the climate consensus
- Social Cost of Carbon
- Sir David King David King’s perspective on climate, and the next thousands of years for humanity
- Tuft's Professor Kenneth Lang on the physical chemistry of the Greenhouse Effect
- Anti—Anti-#ClimateEmergency Whether to declare a climate emergency is debatable. But some critics have gone way overboard.
- Warming slowdown discussion
- On Thomas Edison and Solar Electric Power
- Wind sled Wind sled: A zero carbon way of exploring ice sheets
- "Climate science is setttled enough"
- And Then There's Physics
- "Getting to the Energy Future We Want," Dr Steven Chu
- Dessler's 6 minute Greenhouse Effect video
- The Carbon Cycle The Carbon Cycle, monitored by The Carbon Project
- Tamino's Open Mind Open Mind: A statistical look at climate, its science, and at science denial
- Grid parity map for Solar PV in United States
- AIP's history of global warming science: impacts The American Institute of Physics has a fine history of the science of climate change. This link summarizes the history of impacts of climate change.
- Andy Zucker's "Climate Change and Psychology"
- “The Irrelevance of Saturation: Why Carbon Dioxide Matters'' (Bart Levenson)
- Simple box models and climate forcing IMO one of Tamino’s best posts illustrating climate forcing using simple box models
- Simple models of climate change
- Skeptical Science
- Tell Utilities Solar Won't Be Killed Barry Goldwater, Jr’s campaign to push for solar expansion against monopolistic utilities, as a Republican
- Eli on the spectroscopic basis of atmospheric radiation physical chemistry
- Thriving on Low Carbon
- Climate Change Denying Organizations
- Agendaists Eli Rabett’s coining of a phrase
- SolarLove
- Climate Communication Hassol, Somerville, Melillo, and Hussin site communicating climate to the public
- The Scientific Case for Modern Human-caused Global Warming
- Earth System Models
- Klaus Lackner (ASU), Silicon Kingdom Holdings (SKH) Capturing CO2 from air at scale
- “The discovery of global warming'' (American Institute of Physics)
- The HUMAN-caused greenhouse effect, in under 5 minutes, by Bill Nye
- ATTP summarizes all that stuff about Committed Warming from AND THEN THERE’S PHYSICS
- Steve Easterbrook's excellent climate blog: See his "The Internet: Saving Civilization or Trashing the Planet?" for example Heavy on data and computation, Easterbrook is a CS prof at UToronto, but is clearly familiar with climate science. I like his “The Internet: Saving Civilization or Trashing the Planet” very much.
- An open letter to Steve Levitt
- Model state level energy policy for New Englad Bob Massie’s proposed energy policy for Massachusetts, an admirable model for energy policy anywhere in New England
- Updating the Climate Science: What path is the real world following? From Professors Makiko Sato & James Hansen of Columbia University
- Transitioning to fully renewable energy Professor Saul Griffiths talks to transitioning the customer journey, from a dependency upon fossil fuels to an electrified future
- The Sunlight Economy
- `The unchained goddess' 1958 Bell Telephone Science Hour broadcast regarding, among other things, climate change.
- "Lessons of the Little Ice Age" (Farber) From Dan Farber, at LEGAL PLANET
- The Keeling Curve The first, and one of the best programs for creating a spatially significant long term time series of atmospheric concentrations of CO2. Started amongst great obstacles by one, smart determined guy, Charles David Keeling.
- US$165/tonne CO2: Sweden Sweden has a Carbon Dioxide tax of US$165 per tonne at present. CO2 tax was imposed in 1991. GDP has grown 60%.
- Jacobson WWS literature index
- Non-linear feedbacks in climate (discussion of Bloch-Johnson, Pierrehumbert, Abbot paper) Discussion of http://onlinelibrary.wiley.com/wol1/doi/10.1002/2015GL064240/abstract
- NOAA Annual Greenhouse Gas Index report The annual assessment by the National Oceanic and Atmospheric Administration of the radiative forcing from constituent atmospheric greenhouse gases
- Energy payback period for solar panels Considering everything, how long do solar panels have to operate to offset the energy used to produce them?
- Professor Robert Strom's compendium of resources on climate change Truly excellent
- David Appell's early climate science
Archives
Jan Galkowski
ecoquant
