Ulam considered the problem ofnuclear propulsion of rockets, which was pursued byProject Rover, and proposed, as an alternative to Rover'snuclear thermal rocket, to harness small nuclear explosions for propulsion, which becameProject Orion. With Fermi,John Pasta, andMary Tsingou, Ulam studied theFermi–Pasta–Ulam–Tsingou problem, which became the inspiration for the field of nonlinear science. He is probably best known for realizing that electronic computers made it practical to apply statistical methods tofunctions without knownsolutions, and as computers have developed, theMonte Carlo method has become a common and standard approach to many problems.
The Ulams were a wealthyPolish Jewish family of bankers, industrialists, and other professionals. Ulam's immediate family was "well-to-do but hardly rich".[5] His father, Józef Ulam, was born in Lwów and was a lawyer,[4] and his mother, Anna (née Auerbach), was born inStryj.[6] His uncle, Michał Ulam, was an architect, building contractor, and lumber industrialist.[7] From 1916 until 1918, Józef's family lived temporarily inVienna.[8] After they returned, Lwów became the epicenter of thePolish–Ukrainian War, during which the city experienceda Ukrainian siege.[4]
TheScottish Café's building inLviv, Ukraine now houses the Szkocka Restaurant & Bar (named for the original Scottish Café).
Along withStanisław Mazur,Mark Kac,Włodzimierz Stożek, Kuratowski, and others, Ulam was a member of theLwów School of Mathematics. Its founders wereHugo Steinhaus andStefan Banach, who were professors at theJan Kazimierz University. Mathematicians of this "school" met for long hours at theScottish Café, where the problems they discussed were collected in theScottish Book, a thick notebook provided by Banach's wife. Ulam was a major contributor to the book. Of the 193 problems recorded between 1935 and 1941, he contributed 40 problems as a single author, another 11 with Banach and Mazur, and an additional 15 with others. In 1957, he received from Steinhaus a copy of the book, which had survived the war, and translated it into English.[12] In 1981, Ulam's friend R. Daniel Mauldin published an expanded and annotated version.[13]
On 20 August 1939, inGdynia, Józef Ulam, along with his brother Szymon, put his two sons, Stanislaw and 17-year-oldAdam, on a ship headed for the US.[8] Eleven days later, theGermans invaded Poland. Within two months, the Germans completed theiroccupation of western Poland, and the Sovietsinvaded and occupied eastern Poland. Within two years, Józef Ulam and the rest of his family, including Stanislaw's sister Stefania Ulam, were victims of theHolocaust,Hugo Steinhaus was in hiding,Kazimierz Kuratowski was lecturing at theunderground university in Warsaw,Włodzimierz Stożek and his two sons had been killed in themassacre of Lwów professors, and the last problem had been recorded in theScottish Book.Stefan Banach survived the Nazi occupation by feedinglice atRudolf Weigl's typhus research institute. In 1963,Adam Ulam, who had become an eminentkremlinologist at Harvard,[15] received a letter from George Volsky,[16] who hid in Józef Ulam's house after deserting from the Polish army. This reminiscence gave a chilling account of Lwów's chaotic scenes in late 1939.[17] In later life Ulam described himself as "an agnostic. Sometimes I muse deeply on the forces that are for me invisible. When I am almost close to the idea of God, I feel immediately estranged by the horrors of this world, which he seems to tolerate".[18]In 1940, after being recommended by Birkhoff, Ulam became an assistant professor at theUniversity of Wisconsin–Madison. Here, he became aUnited States citizen in 1941.[8] That year, he marriedFrançoise Aron.[9] She had been a French exchange student atMount Holyoke College, whom he met in Cambridge. They had one daughter, Claire. InMadison, Ulam met his friend and colleague C. J. Everett, with whom he collaborated on a number of papers.[19]
In early 1943, Ulam asked von Neumann to find him a war job. In October, he received an invitation to join an unidentified project nearSanta Fe, New Mexico.[8] The letter was signed byHans Bethe, who had been appointed as leader of the theoretical division ofLos Alamos National Laboratory byRobert Oppenheimer, its scientific director.[20] Knowing nothing of the area, he borrowed a New Mexico guide book. On the checkout card, he found the names of his Wisconsin colleagues,Joan Hinton,David Frisch, and Joseph McKibben, all of whom had mysteriously disappeared.[8] This was Ulam's introduction to theManhattan Project, which was the US's wartime effort to create the atomic bomb.[21]
A few weeks after Ulam reachedLos Alamos in February 1944, the project experienced a crisis. In April,Emilio Segrè discovered thatplutonium made inreactors would not work in agun-type plutonium weapon like the "Thin Man", which was being developed in parallel with a uranium weapon, the "Little Boy" that was dropped onHiroshima. This problem threatened to waste an enormous investment in new reactors at theHanford site and to make slow uraniumisotope separation the only way to preparefissile material suitable for use in bombs. To respond, Oppenheimer implemented, in August, a sweeping reorganization of the laboratory to focus on development of animplosion-type weapon and appointedGeorge Kistiakowsky head of the implosion department. He was a professor at Harvard and an expert on precise use of explosives.[22]
The basic concept ofimplosion is to use chemical explosives to crush a chunk of fissile material into acritical mass, whereneutron multiplication leads to anuclear chain reaction, releasing a large amount of energy. Cylindrical implosive configurations had been studied bySeth Neddermeyer, but von Neumann, who had experience withshaped charges used inarmor-piercing ammunition, was avocal advocate of spherical implosion driven byexplosive lenses. He realized that the symmetry and speed with which implosion compressed the plutonium were critical issues,[22] and enlisted Ulam to help design lens configurations that would provide nearly spherical implosion. Within an implosion, because of enormous pressures and high temperatures, solid materials behave much like fluids. This meant thathydrodynamical calculations were needed to predict and minimize asymmetries that would spoil a nuclear detonation. Of these calculations, Ulam said:
The hydrodynamical problem was simply stated, but very difficult to calculate – not only in detail, but even in order of magnitude. In this discussion, I stressed pure pragmatism and the necessity to get a heuristic survey of the problem by simple-minded brute force, rather than by massive numerical work.[8]
Nevertheless, with the primitive facilities available at the time, Ulam and von Neumann did carry out numerical computations that led to a satisfactory design. This motivated their advocacy of a powerful computational capability at Los Alamos, which began during the war years,[23] continued through the cold war, and still exists.[24]Otto Frisch remembered Ulam as "a brilliant Polish topologist with a charming French wife. At once he told me that he was a pure mathematician who had sunk so low that his latest paper actually contained numbers with decimal points!"[25]
Statistics of branching and multiplicative processes
Even the inherent statistical fluctuations ofneutron multiplication within achain reaction have implications with regard to implosion speed and symmetry. In November 1944,David Hawkins[26] and Ulam addressed this problem in a report entitled "Theory of Multiplicative Processes".[27] This report, which invokesprobability-generating functions, is also an early entry in the extensive literature on statistics ofbranching and multiplicative processes. In 1948, its scope was extended by Ulam and Everett.[28]
Early in the Manhattan project,Enrico Fermi's attention was focused on the use of reactors to produce plutonium. In September 1944, he arrived at Los Alamos, shortly after breathing life into thefirst Hanford reactor, which had beenpoisoned by axenon isotope.[29] Soon after Fermi's arrival,Teller's "Super" bomb group, of which Ulam was a part, was transferred to a new division headed by Fermi.[30] Fermi and Ulam formed a relationship that became very fruitful after the war.[31]
In September 1945, Ulam left Los Alamos to become an associate professor at theUniversity of Southern California inLos Angeles. In January 1946, he suffered an acute attack ofencephalitis, which put his life in danger, but which was alleviated by emergency brain surgery. During his recuperation, many friends visited, includingNicholas Metropolis from Los Alamos and the famous mathematicianPaul Erdős,[32] who remarked: "Stan, you are just like before."[8] This was encouraging, because Ulam was concerned about the state of his mental faculties, for he had lost the ability to speak during the crisis. Another friend,Gian-Carlo Rota, asserted in a 1987 article that the attack changed Ulam's personality: afterwards, he turned from rigorous pure mathematics to more speculative conjectures concerning the application of mathematics to physics andbiology; Rota also cites Ulam's former collaborator Paul Stein as noting that Ulam was sloppier in his clothing afterwards, and John Oxtoby as noting that Ulam before the encephalitis could work for hours on end doing calculations, while when Rota worked with him, was reluctant to solve even a quadratic equation.[33] This assertion was not accepted byFrançoise Aron Ulam.[34]
By late April 1946, Ulam had recovered enough to attend a secret conference at Los Alamos to discussthermonuclear weapons. Those in attendance included Ulam, von Neumann, Metropolis, Teller,Stan Frankel, and others. Throughout his participation in the Manhattan Project, Teller's efforts had been directed toward the development of a "super" weapon based onnuclear fusion, rather than toward development of a practical fission bomb. After extensive discussion, the participants reached a consensus that his ideas were worthy of further exploration. A few weeks later, Ulam received an offer of a position at Los Alamos from Metropolis andRobert D. Richtmyer, the new head of its theoretical division, at a higher salary, and the Ulams returned to Los Alamos.[35]
Late in the war, under the sponsorship of von Neumann, Frankel and Metropolis began to carry out calculations on the first general-purpose electronic computer, theENIAC at the Aberdeen Proving Ground in Maryland. Shortly after returning to Los Alamos, Ulam participated in a review of results from these calculations.[36] Earlier, while playingsolitaire during his recovery from surgery, Ulam had thought about playing hundreds of games to estimate statistically the probability of a successful outcome.[37] With ENIAC in mind, he realized that the availability of computers made such statistical methods very practical. John von Neumann immediately saw the significance of this insight. In March 1947 he proposed a statistical approach to the problem of neutron diffusion in fissionable material.[38] Because Ulam had often mentioned his uncle, Michał Ulam, "who just had to go to Monte Carlo" to gamble, Metropolis dubbed the statistical approach "TheMonte Carlo method".[36] Metropolis and Ulam published the first unclassified paper on the Monte Carlo method in 1949.[39]
Fermi, learning of Ulam's breakthrough, devised ananalog computer known as theMonte Carlo trolley, later dubbed theFERMIAC. The device performed a mechanical simulation of random diffusion of neutrons. As computers improved in speed and programmability, these methods became more useful. In particular, many Monte Carlo calculations carried out on modernmassively parallelsupercomputers areembarrassingly parallel applications, whose results can be very accurate.[24]
To advocate an aggressive development program,Ernest Lawrence andLuis Alvarez came to Los Alamos, where they conferred withNorris Bradbury, the laboratory director, and withGeorge Gamow,Edward Teller, and Ulam. Soon, these three became members of a short-lived committee appointed by Bradbury to study the problem, with Teller as chairman.[8] At this time, research on the use of a fission weapon to create afusion reaction had been ongoing since 1942, but the design was still essentially the one originally proposed by Teller. His concept was to puttritium and/ordeuterium in close proximity to a fission bomb, with the hope that the heat and intense flux of neutrons released when the bomb exploded, would ignite a self-sustainingfusion reaction. Reactions of theseisotopes of hydrogen are of interest because the energy per unit mass of fuel released by their fusion is much larger than that from fission of heavy nuclei.[41]
Ivy Mike, the first full test of the Teller–Ulam design (astaged fusion bomb), with ayield of 10.4 megatons on 1 November 1952
Because the results of calculations based on Teller's concept were discouraging, many scientists believed itcould not lead to a successful weapon, while others had moral and economic grounds for not proceeding. Consequently, several senior people of the Manhattan Project opposed development, including Bethe and Oppenheimer.[42] To clarify the situation, Ulam and von Neumann resolved to do new calculations to determine whether Teller's approach was feasible. To carry out these studies, von Neumann decided to use electronic computers: ENIAC at Aberdeen, a new computer,MANIAC, at Princeton, and its twin, which was under construction at Los Alamos. Ulam enlisted Everett to follow a completely different approach, one guided by physical intuition.Françoise Ulam was one of[43] a cadre of women "computers" who carried out laborious and extensive computations of thermonuclear scenarios onmechanical calculators, supplemented and confirmed by Everett'sslide rule. Ulam and Fermi collaborated on further analysis of these scenarios. The results showed that, in workable configurations, a thermonuclear reaction would not ignite, and if ignited, it would not be self-sustaining. Ulam had used his expertise incombinatorics to analyze the chain reaction in deuterium, which was much more complicated than the ones in uranium and plutonium, and he concluded that no self-sustaining chain reaction would take place at the (low) densities that Teller was considering.[44] In late 1950, these conclusions were confirmed by von Neumann's results.[34][45]
In January 1951, Ulam had another idea: to channel the mechanical shock of a nuclear explosion so as to compress the fusion fuel. On the recommendation of his wife,[34] Ulam discussed this idea with Bradbury and Mark before he told Teller about it.[46] Almost immediately, Teller saw its merit, but noted that softX-rays from the fission bomb would compress the thermonuclear fuel more strongly than mechanical shock and suggested ways to enhance this effect. On 9 March 1951, Teller and Ulam submitted a joint report describing these innovations.[47] A few weeks later, Teller suggested placing afissile rod or cylinder at the center of the fusion fuel. The detonation of this "spark plug"[48] would help to initiate and enhance the fusion reaction. The design based on these ideas, called staged radiation implosion, has become the standard way to build thermonuclear weapons. It is often described as the "Teller–Ulam design".[49]
TheSausage device ofMike nuclear test (yield 10.4 Mt) onEnewetak Atoll. The test was part of theOperation Ivy. The Sausage was the first true H-Bomb ever tested, meaning the firstthermonuclear device built upon theTeller-Ulam principles of staged radiation implosion.
In September 1951, after a series of differences with Bradbury and other scientists, Teller resigned from Los Alamos, and returned to the University of Chicago.[50] At about the same time, Ulam went on leave as a visiting professor at Harvard for a semester.[51] Although Teller and Ulam submitted a joint report on their design[47] and jointly applied for a patent on it,[21] they soon became involved in a dispute over who deserved credit.[46] After the war, Bethe returned toCornell University, but he was deeply involved in the development of thermonuclear weapons as a consultant. In 1954, he wrote an article on the history of the H-bomb,[52] which presents his opinion that both men contributed very significantly to the breakthrough. This balanced view is shared by others who were involved, including Mark and Fermi, but Teller persistently attempted to downplay Ulam's role.[53] "After the H-bomb was made," Bethe recalled, "reporters started to call Teller the father of the H-bomb. For the sake of history, I think it is more precise to say that Ulam is the father, because he provided the seed, and Teller is the mother, because he remained with the child. As for me, I guess I am the midwife."[54]
With the basic fusion reactions confirmed, and with a feasible design in hand, there was nothing to prevent Los Alamos from testing a thermonuclear device. On 1 November 1952, the first thermonuclear explosion occurred whenIvy Mike was detonated onEnewetak Atoll, within the USPacific Proving Grounds. This device, which used liquid deuterium as its fusion fuel, was immense and utterly unusable as a weapon. Nevertheless, its success validated the Teller–Ulam design, and stimulated intensive development of practical weapons.[51]
When Ulam returned to Los Alamos, his attention turned away from weapon design and toward the use of computers to investigate problems in physics and mathematics. WithJohn Pasta, who helped Metropolis to bring MANIAC on line in March 1952, he explored these ideas in a report "Heuristic Studies in Problems of Mathematical Physics on High Speed Computing Machines", which was submitted on 9 June 1953. It treated several problems that cannot be addressed within the framework of traditional analytic methods: billowing of fluids, rotational motion in gravitating systems, magnetic lines of force, and hydrodynamic instabilities.[55]
Soon, Pasta and Ulam became experienced with electronic computation on MANIAC, and by this time, Enrico Fermi had settled into a routine of spending academic years at the University of Chicago and summers at Los Alamos. During these summer visits, Pasta, Ulam, andMary Tsingou, a programmer in the MANIAC group, joined him to study a variation of the classic problem of a string of masses held together by springs that exert forces linearly proportional to their displacement from equilibrium.[56] Fermi proposed to add to this force a nonlinear component, which could be chosen to be proportional to either the square or cube of the displacement, or to a more complicated "broken linear" function. This addition is the key element of theFermi–Pasta–Ulam–Tsingou problem, which is often designated by the abbreviation FPUT.[57][58]
A classical spring system can be described in terms of vibrational modes, which are analogous to the harmonics that occur on a stretched violin string. If the system starts in a particular mode, vibrations in other modes do not develop. With the nonlinear component, Fermi expected energy in one mode to transfer gradually to other modes, and eventually, to be distributed equally among all modes. This is roughly what began to happen shortly after the system was initialized with all its energy in the lowest mode, but much later, essentially all the energy periodically reappeared in the lowest mode.[58] This behavior is very different from the expectedequipartition of energy. It remained mysterious until 1965, whenKruskal andZabusky showed that, after appropriate mathematical transformations, the system can be described by theKorteweg–de Vries equation, which is the prototype of nonlinearpartial differential equations that havesoliton solutions. This means that FPUT behavior can be understood in terms of solitons.[59]
An artist's conception of the NASA reference design for the Project Orion spacecraft powered by nuclear propulsion
Starting in 1955, Ulam andFrederick Reines considerednuclear propulsion of aircraft and rockets.[60] This is an attractive possibility, because the nuclear energy per unit mass of fuel is a million times greater than that available from chemicals. From 1955 to 1972, their ideas were pursued duringProject Rover, which explored the use of nuclear reactors to power rockets.[61] In response to a question by SenatorJohn O. Pastore at a congressional committee hearing on "Outer Space Propulsion by Nuclear Energy", on January 22, 1958, Ulam replied that "the future as a whole of mankind is to some extent involved inexorably now with going outside the globe."[62]
Ulam and C. J. Everett also proposed, in contrast toRover's continuous heating of rocket exhaust, to harness small nuclear explosions for propulsion.[63]Project Orion was a study of this idea. It began in 1958 and ended in 1965, after thePartial Nuclear Test Ban Treaty of 1963 banned nuclear weapons tests in the atmosphere and in space.[64] Work on this project was spearheaded by physicistFreeman Dyson, who commented on the decision to end Orion in his article, "Death of a Project".[65]
Bradbury appointed Ulam andJohn H. Manley as research advisors to the laboratory director in 1957. These newly created positions were on the same administrative level as division leaders, and Ulam held his until he retired from Los Alamos. In this capacity, he was able to influence and guide programs in many divisions: theoretical, physics, chemistry, metallurgy, weapons, health, Rover, and others.[61]
In addition to these activities, Ulam continued to publish technical reports and research papers. One of these introduced theFermi–Ulam model, an extension of Fermi's theory ofthe acceleration of cosmic rays.[66] Another, with Paul Stein andMary Tsingou, titled "Quadratic Transformations", was an early investigation ofchaos theory and is considered the first published use of the phrase "chaotic behavior".[67][68]
In Colorado, where he rejoined his friends Gamow, Richtmyer, and Hawkins, Ulam's research interests turned towardbiology. In 1968, recognizing this emphasis, theUniversity of Colorado School of Medicine appointed Ulam as Professor of Biomathematics, and he held this position until his death. With his Los Alamos colleague Robert Schrandt he published a report, "Some Elementary Attempts at Numerical Modeling of Problems Concerning Rates of Evolutionary Processes", which applied his earlier ideas on branching processes to evolution.[73] Another, report, with William Beyer,Temple F. Smith, and M. L. Stein, titled "Metrics in Biology", introduced new ideas about numerical taxonomy and evolutionary distances.[74]
Ulam reported in 1958 an earlier discussion withJohn von Neumann "centered on theaccelerating progress of technology and changes in human life, which gives the appearance of approaching some essentialsingularity in the history of the race beyond which human affairs, as we know them, could not continue".[79]
Ulam played pivotal role in the development of thermonuclear weapons. According to Françoise Ulam: "Stan would reassure me that, barring accidents, the H-bomb rendered nuclear war impossible."[34] In 1980, Ulam and his wife appeared in the television documentaryThe Day After Trinity.[81]
An animation demonstrating the lucky number sieve. The numbers in red are lucky numbers.
TheMonte Carlo method has become a ubiquitous and standard approach to computation, and the method has been applied to a vast number of scientific problems.[82] In addition to problems in physics and mathematics, the method has been applied tofinance, social science,[83]environmental risk assessment,[84] linguistics,[85] radiation therapy,[86] and sports.[87]
TheFermi–Pasta–Ulam–Tsingou problem is credited not only as "the birth of experimental mathematics",[58] but also as inspiration for the vast field of Nonlinear Science. In hisLilienfeld Prize lecture,David K. Campbell noted this relationship and described how FPUT gave rise to ideas inchaos,solitons, anddynamical systems.[88] In 1980,Donald Kerr, laboratory director at Los Alamos, with the strong support of Ulam andMark Kac,[89] founded the Center for Nonlinear Studies (CNLS).[90] In 1985, CNLS initiated theStanislaw M. Ulam Distinguished Scholar program, which provides an annual award that enables a noted scientist to spend a year carrying out research at Los Alamos.[91]
The fiftieth anniversary of the original FPUT paper was the subject of the March 2005 issue of the journal Chaos,[92] and the topic of the 25th Annual International Conference of CNLS.[93] TheUniversity of Southern Mississippi and the University of Florida supported theUlam Quarterly,[94] which was active from 1992 to 1996, and which was one of the first online mathematical journals.[95] Florida's Department of Mathematics has sponsored, since 1998, the annualUlam Colloquium Lecture,[96] and in March 2009, theUlam Centennial Conference.[97]
Ulam's work on non-Euclidean distance metrics in the context of molecular biology made a significant contribution tosequence analysis[98] and his contributions in theoretical biology are considered watersheds in the development ofcellular automata theory,population biology,pattern recognition, and biometrics generally (David Sankoff, however, challenged conclusions of Walter by writing that Ulam had only modest influence on early development of sequence alignment methods.[99]). Colleagues noted that some of his greatest contributions were in clearly identifying problems to be solved and general techniques for solving them.[100]
In 1987, Los Alamos issued a special issue of itsScience publication, which summarized his accomplishments,[101] and which appeared, in 1989, as the bookFrom Cardinals to Chaos. Similarly, in 1990, the University of California Press issued a compilation of mathematical reports by Ulam and his Los Alamos collaborators:Analogies Between Analogies.[102] During his career, Ulam was awarded honorary degrees by the Universities ofNew Mexico,Wisconsin, andPittsburgh.[8]
In 2021, German film director Thorsten Klein made afilm adaptation [de] of Ulam's autobiography,Adventures of a Mathematician.[103]
In 2019, Polish entomologist Marcin Kamiński introduced the generic nameUlamus to honor Ulam's work[104][105].Ulamus belongs to the molluscan familyPteriidae[106].
Ulam, Stanisław (1974). Beyer, W. A.; Mycielski and, J.; Rota, G.-C. (eds.).Sets, Numbers, and Universes: selected works. Mathematicians of Our Time. Vol. 9. The MIT Press, Cambridge, Mass. London.ISBN978-0-262-02108-1.MR0441664.
Ulam, Stanisław; Ulam, Françoise (1990).Analogies Between Analogies: The Mathematical Reports of S.M. Ulam and his Los Alamos Collaborators. Berkeley: University of California Press.ISBN978-0-520-05290-1.OCLC20318499.
^abcdCiesielski, Kryzystof; Thermistocles Rassias (2009)."On Stan Ulam and His Mathematics"(PDF).Australian Journal of Mathematical Analysis and Applications. Retrieved10 October 2011.v 6, nr 1, pp 1-9, 2009
^abAndrzej M. Kobos (1999)."Mędrzec większy niż życie" [A Sage Greater Than Life].Zwoje (in Polish).3 (16). Archived fromthe original on 6 March 2009. Retrieved10 May 2013.
^Ulam, Stanislaw (November 2002)."Preface to the 'Scottish Book'".Turnbull WWW Server. School of Mathematical and Computational Sciences University of St Andrews. Archived fromthe original on 3 May 2012.
^Volsky, George (23 December 1963)."Letter about Jozef Ulam".Anxiously from Lwow. Adam Ulam. Archived fromthe original on 17 May 2013. Retrieved24 May 2013.
^Hewlett, Richard G.; Duncan, Francis (1969).Atomic Shield, 1947–1952. A History of the United States Atomic Energy Commission. University Park: Pennsylvania State University Press. pp. 380–385.ISBN978-0-520-07187-2.OCLC3717478.
^Hewlett, Richard G.; Duncan, Francis (1969).Atomic Shield, 1947–1952. A History of the United States Atomic Energy Commission. University Park: Pennsylvania State University Press. pp. 554–556.ISBN978-0-520-07187-2.OCLC3717478.
^Ulam, S. M. (1961), "On Some Statistical Properties of Dynamical Systems",Proceedings of the 4th Berkeley Symposium on Mathematical Statistics and Probability, Berkeley: University of California Press
^Stein, P. R.; Stanislaw M. Ulam (March 1959)."Quadratic Transformations. Part I"(PDF).LANL report LA-2305. Los Alamos National Laboratory. Retrieved26 November 2011.
^Beyer, William A.; Temple F. Smith; M. L. Stein; Stanislaw M. Ulam (August 1972)."Metrics in Biology, an Introduction"(PDF).LANL report LA-4973. Los Alamos National Laboratory. Retrieved26 November 2011.