Russ Miller
UB Distinguished Professor

Dept of Computer Science & Engineering
State University of New York at Buffalo

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1993 Media Coverage

  • 1993: An article in the IUCr Newsletter, vol. 1, no. 3, states that three papers by Dr. Russ Miller, Charles M. Weeks, David Langs, and Herb Hauptman reported on improvements in the "Shake-and-Bake" method for determining structures using the minimal function.
  • December, 1993: An article in Interface entitled "Research Team Succeeds with the Aid of Supercomputers" states that a team of local researchers developed a procedure called "Shake-and-Bake" and have implemented it on parallel supercomputers to achieve spectacular successes. The article states that Dr. Russ Miller and Dr. Charles M. Weeks of the Medical Foundation of Buffalo have succeeded in solving difficult molecular structures in a matter of hours. The article goes on to describe the basics of x-ray crystallography and direct methods. It then discusses the Shake-and-Bake solution, developed by Miller, Weeks, Nobel Laureate Herbert A. Hauptman, and other members of the Medical Foundation. The article states that the procedure is computationally intensive and that they have taken advantage of resources at Thinking Machines Corporation and at the Pittsburgh Supercomputing Center. the story concludes by stating that Dr. Miller is currently working on a user-friendly version of the program, which he hopes to release by the end of the year.
  • September, 1993: An article in Impact entitled "MFB Scientists are a Hit at National Meeting" states that two posters by Drs. Weeks, Miller, and Hauptman were displayed that described the first application of their computer analysis technique, the minimal principle, to bona fide proteins. In fact, the article states that the remarkable success of SnB caused Dr. George Sheldrick, the winner of the ACA's Patterson Prize for 1993, to abandon his intended address in order to draw the attention of the 600 people attending his lecture to the importance of this new research. Dr. Sheldrick expressed his conviction that the minimal principal constitutes a critical breakthrough in methods of x-ray crystal structure determination. The action of Sheldrick was without precedent in the 45 year history of the ACA.
  • 1993: An article (only a small excerpt is available on-line) in Projects in Scientific Computing, from the Pittsburgh Supercomputing Center, which also includes the photo of Charles M. Weeks, Russ Miller, and Herbert A. Hauptman discusses their Shake-and-Bake method of molecular structure determination as well as parallel implementations of the Shake-and-Bake method. This very long 2-page spread discusses the phase problem of x-ray crystallography as well as the groups Shake-and-Bake solution and parallel computing implementation. The article also provides an excellent explanation of the problem and history of x-ray crystallography before discussing the members of the team and their solution strategy. Dr. Russ Miller is quoted as stating that "we need an enormous amount of computational power and the only way to get it is through massively parallel computing." He goes on to say that in terms of the procedure "you essentially toss the atoms into a shoebox with enough knowledge to make sure the structure makes chemical sense." The computer calculates a set of phases corresponding to these atomic positions and then randomly perturbs them to arrive at a lower correlation value. Then a new set of atomic positions is calculated and the method continues back and forth between atomic positions and atoms as many as 200 times for a single trial structure. When enough trial structures have been shaked and baked, the right answer will emerge as a significantly low value based on Hauptman's correlation value. Finally, the article concludes by listing a set of successes that the team has had since since they derived the current form of the procedure in 1992, including approximately 15 molecules ranging in size from 28 to 500 non-H atoms.
  • September, 1993: Dr. Russ Miller, Dr. Herbert A. Hauptman, and Dr. Charles M. Weeks appear in "High-Tech Shower International," by Science & Technology News, a technology TV channel in Japan through satellite. Miller explains how Shake-and-Bake is used to solve difficult molecular structures and presents a demonstration on an SGI workstation at the Medical Foundation of Buffalo.
  • June 2, 1993: An article in Inside R & D entitled "Solve Complex Molecular Structures Fast" discusses the software devised by Dr. Russ Miller and colleagues to routinely solve structures up to 400 non-H atoms from x-ray diffraction data. It states that the software takes only hours to solve such structures, which used to take years to solve, and have been run on a Thinking Machines Connection Machine CM-5 parallel supercomputer. The article states that a key virtue of the software lies in its ability to solve complex structures with virtually no input from the user, given data with sufficient resolution. The article concludes by stating that there are two versions of the program available, one for Unix workstations and the other for the aforementioned CM-5.
  • April/May 1993: An article in PSC News entitled "Shake and Bake Parallel Solutions to the Phase Problem in X-Ray Crystallography" displays a nice picture of Dr. Russ Miller, Nobel Laureate Herbert A. Hauptman, and Dr. Charles M. Weeks. The two page article starts by describing the phase problem of x-ray crystallography and the fact that this group used massively parallel computing and their Shake-and-Bake algorithm to reduce the time for solving molecular structures from years to hours. They state that Shake-and-Bake addresses a problem that has help up the progress of molecular biology for decades as x-ray crystallography is the primary tool for determining molecular crystal structures. The article states that prior to the Shake-and-Bake method, structures up to 100 non-H atoms could be solved routinely by direct methods, but Shake-and-Bake has broken that barrier and shows no limitations, except for the quality of the input data. The article quotes Miller as saying that "we need an enormous amount of computational power and the only way to get it is through massively parallel computing." Miller goes on to describe the algorithm by saying that "you essentially toss the atoms into a shoebox with enough knowledge to make sure the structure makes chemical sense. The computer calculates a set of phases corresponding to these atoms and then randomly perturbs them to arrive at a lower value of Hauptman's minimal function. Then a new set of atomic positions is determined from these phases and the cyclical process is repeated. Once enough trials have gone through this shake and bake process, the right answer will emerge by evaluating the resulting minimal function values. Finally, the article states that since 1992, the results have been quite encouraging. The team has used both a Connection Machine CM-2 and CM-5 for parallel computing development.
  • April, 1993: An article appears in the President's Column of Impact that discusses the Shake-and-Bake team's success with solving Crambin, a molecule that consists of more than 400 atoms. It states that the principle authors of the program are Dr. Charles M. Weeks and Dr. Russ Miller and that Shake-and-Bake was used to solve Crambin in a routine and automated fashion. The article goes on to discuss the importance of this result and the recent funding received by the NIH to fund this project. Herb Hauptman calls this result "by far the most dramatic application of the new mathematical method devised by this team.
  • April 29, 1993: An article in the states that Dr. Russ Miller has accepted an invitation to join the program committee of the 12th International Conference on Pattern Recognition, which will be held in October in Israel.
  • April 1, 1993: An article in the Reporter states that Dr. Russ Miller has accepted an invitation to join the program committee for IPPS'94, the Eighth International Parallel processing Symposium. It also states that Miller has performed groundbreaking research in the area of parallel algorithms and architectures, specifically applied to areas that include image processing, computational geometry, graph theory, combinatorial optimization and computational crystallography. The article concludes with a short professional biography of Miller.
  • March 11, 1993: An article in the Reporter entitled "Using massive computers, team first to solve protein structure" states that after a group in Germany published a paper stating that they were unable to unravel the molecular structure of a given protein, Dr. Russ Miller was able to use the Shake-and-Bake method developed by a research team including himself and members of the Medical Foundation of Buffalo to solve this large and difficult structure. It was the first time a "direct methods" procedure was able to solve a structure of this size and complexity. The solution to this protein structure is the latest in a series of spectacular successes for this research group, according to the article.
  • February 19, 1993: An article in the Buffalo News entitled "Area researchers solve molecular mystery" states that by using their Shake-and-Bake algorithm, the Shake-and-Bake team solved a 400+ atom structure. The article quotes Dr. Russ Miller as saying that "we were hoping to get one good solution; we were surprised when we got 16." The article states that Miller developed new techniques for some of the routines and adapted the program to run on massively parallel supercomputers.
  • February 18, 1993: A brief note in the Reporter states that work by a team of researchers including Dr. Russ Miller and Nobel Laureate Herbert A. Hauptman was used to solve two unknown crystal structures overnight and that these results were discusses in the November issue of The Science Teacher. The note also states that the story also appeared in Science News.
  • February 4, 1993: An article in the Reporter states that Dr. Russ Miller has been appointed ot the executive committee of the newly formed Technical Committee on Parallel Processing of the Institute of electrical and Electronics Engineers (IEEE). It also goes on to define parallel computers and gives a brief biography on Miller.
  • January/February 1993: An article in EDUCOM, vol.2, no. 1, entitled "New Method Unravels Molecular Structure" has a nice picture of Dr. Russ Miller and states that Dr. Miller has used the Shake-and-Bake program to solve two previously unknown and difficult structures literally overnight. The article states that this research will profoundly accelerate scientific advances in rational drug design.
  • January 13, 1993: An article in the Amherst Bee states that Dr. Russ Miller has been appointed to the executive committee of the newly-formed Technical Committee on Parallel Processing of the Institute of Electrical and Electronics Engineers and that his area of responsibility will be parallel processing education.
  • January 31, 1993: An article in the Buffalo News states that Dr. Russ Miller has been appointed to the executive committee of the newly formed Technical Committee on Parallel Processing of the Institute of electrical and Electronics Engineers (IEEE). It states that Miller's primary responsibility will be in the area of parallel processing education. The article goes on to discuss Miller's work in parallel computing, his work with members of the Medical Foundation of Buffalo, and, in particular, his work with Nobel Laureate Herb Hauptman on the Shake-and-Bake method of molecular structure determination.