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Forefront Questions in Nuclear Science and the Role of High Performance Computing January 26-28, 2009 · Washington D.C. Major Issues in Nuclear Physics Aided by Massive Computation David B. Kaplan ~ Institute for Nuclear Theory

Major Issues in Nuclear Physics Aided by Massive Computation

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Page 1: Major Issues in Nuclear Physics Aided by Massive Computation

Forefront Questions in Nuclear Science and the Role of High Performance Computing

January 26-28, 2009 · Washington D.C.

Major Issues in Nuclear Physics Aided by Massive Computation

David B. Kaplan ~ Institute for Nuclear Theory

Page 2: Major Issues in Nuclear Physics Aided by Massive Computation

The challenge of nuclear theory

• Many-body problem of interaction nucleons• Quantum mechanical• Strongly interacting

pre- 1970s ~ phenomenological models:

Predictive phenomenology; qualitative theoretical understanding

Page 3: Major Issues in Nuclear Physics Aided by Massive Computation

The challenge of nuclear theory

• Many-body problem of interaction nucleons• Quantum mechanical• Strongly interacting

pre- 1970s ~ phenomenological models:

Predictive phenomenology; qualitative theoretical understanding

• A simply expressed, complete theory of the strong interactions• Nucleons are bound state of quarks & gluons• Quantum mechanical• Strongly interacting• Relativistic

post-1970s ~ Quantum Chromodynamics (QCD):

Page 4: Major Issues in Nuclear Physics Aided by Massive Computation

1980’s, 1990’s: a ferment of ideas

Exchange of ideas with particle theory:• Effective field theory• String theory• Symmetries

Experiments:• Precision symmetry tests• SN 1987A• Neutrino masses• RHIC, JLab• Trapped atoms...

Exchange of ideas withcondensed matter & atomic theory:• Quantum chaos• Density functional theory• Color superconductivity of quark matter

Page 5: Major Issues in Nuclear Physics Aided by Massive Computation

5th ANL/MSU/JINA/INT FRIB Workshop: Bulk Nuclear Properties Nov. 19 - 22, 2008

Workshop on Relativistic Dynamics of Graphene Jan. 8 - 11, 2008

Nuclear Interactions at Ultra-high Energy in Light of Recent Results from Auger Feb. 20 - 22, 2008

From Strings to Things: String Theory Methods in QCD and Hadron Physics March 24 - June 6, 2008

Soft Photons and Light NucleiJune 16-20, 2008

The QCD Critical PointJuly 28 - Aug. 22, 2008

Low Energy Precision Electroweak Physics in the LHC EraSept. 22 - Dec. 5, 2008

Atomic, Chemical, and Nuclear Developments in Coupled Cluster Methods June 23-July 25, 2008

The diversity of nuclear theory: INT programs 2008

Page 6: Major Issues in Nuclear Physics Aided by Massive Computation

2000’s: Computational nuclear physics comes of age

• Lattice QCD• Advances in the shell model• Density functional methods• Coupled cluster techniques...

Page 7: Major Issues in Nuclear Physics Aided by Massive Computation

2000’s: Computational nuclear physics comes of age

• Lattice QCD• Advances in the shell model• Density functional methods• Coupled cluster techniques...

Experience from TFlops-years: a glimpse of a unified nuclear theory grounded in QCD, aided by extreme computing

Page 8: Major Issues in Nuclear Physics Aided by Massive Computation

2000’s: Computational nuclear physics comes of age

Structure: from quarks and gluons to heavy nuclei

• Lattice QCD• Advances in the shell model• Density functional methods• Coupled cluster techniques...

Experience from TFlops-years: a glimpse of a unified nuclear theory grounded in QCD, aided by extreme computing

Page 9: Major Issues in Nuclear Physics Aided by Massive Computation

2000’s: Computational nuclear physics comes of age

Structure: from quarks and gluons to heavy nuclei

Dynamics: evolution of the quark gluon plasma in a heavy ion collision; fusion and fission processes which power stars and create elements; the cataclysmic explosions of stars

• Lattice QCD• Advances in the shell model• Density functional methods• Coupled cluster techniques...

Experience from TFlops-years: a glimpse of a unified nuclear theory grounded in QCD, aided by extreme computing

Page 10: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Fusio

nMeta

ls

Supe

rnova

Collapse

The extreme computing opportunities and challenges for nuclear physics all come together in describing the life of a star

Page 11: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Page 12: Major Issues in Nuclear Physics Aided by Massive Computation

Nucleons, resonances

Quark-gluon plasma

Matter/anti-matter annihilation

Exascale challenges:

QCD phase diagram

Structure of the nucleon & resonances

Clues about origin of matter/anti-matter asymmetry

Origins

Page 13: Major Issues in Nuclear Physics Aided by Massive Computation

Phase diagrams: Water...

...primarily explored in the laboratory

Origins

Page 14: Major Issues in Nuclear Physics Aided by Massive Computation

Phase diagrams: QCD (an educated guess!)...

...to be explored by accelerator, telescope & computer

Origins

Page 15: Major Issues in Nuclear Physics Aided by Massive Computation

Phase diagrams: QCD (an educated guess!)...

...to be explored by accelerator, telescope & computer

Observation

Origins

Page 16: Major Issues in Nuclear Physics Aided by Massive Computation

Phase diagrams: QCD (an educated guess!)...

...to be explored by accelerator, telescope & computer

Observation

Origins

Experiment &EXASCALE

Computation

Page 17: Major Issues in Nuclear Physics Aided by Massive Computation

Phase diagrams: QCD (an educated guess!)...

...to be explored by accelerator, telescope & computer

Observation

EXASCALE Computation

Origins

Experiment &EXASCALE

Computation

Page 18: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Page 19: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Page 20: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Page 21: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Page 22: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Relativistic hydrodynamics

Page 23: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Relativistic hydrodynamics

Departure from thermal equilibrium

Page 24: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Relativistic hydrodynamics

Departure from thermal equilibrium

Predicting observables

Page 25: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Relativistic hydrodynamics

Departure from thermal equilibrium

Predicting observables

• Important physics• Ambitious computation

Page 26: Major Issues in Nuclear Physics Aided by Massive Computation

EXASCALE?

Origins

Recreating the Big Bang in heavy ion collisions

Experimental program: RHIC, LHCTheory challenge: a unified description of a heavy ion collisions

Initial conditions: quark/gluon distribution in ions

Thermalization; quark-gluon plasma

Expansion and hadronization

Relativistic hydrodynamics

Departure from thermal equilibrium

Predicting observables

• Important physics• Ambitious computation

Page 27: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

Experimental program: JLabTheory challenges:

Page 28: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

• What is the momentum distribution of quarks and gluons within the nucleon?

Experimental program: JLabTheory challenges:

Page 29: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

• What is the momentum distribution of quarks and gluons within the nucleon?

Structure functions, strange quark content

Experimental program: JLabTheory challenges:

Page 30: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

• What is the momentum distribution of quarks and gluons within the nucleon?

Structure functions, strange quark content

• How do currents couple to the nucleon?

Experimental program: JLabTheory challenges:

Page 31: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

• What is the momentum distribution of quarks and gluons within the nucleon?

Structure functions, strange quark content

• How do currents couple to the nucleon? High precision form factors (gA to <1%?)

Experimental program: JLabTheory challenges:

Page 32: Major Issues in Nuclear Physics Aided by Massive Computation

Origins

Quark & gluon structure of nucleons and resonancesfrom lattice QCD

• What is the momentum distribution of quarks and gluons within the nucleon?

Structure functions, strange quark content

• How do currents couple to the nucleon? High precision form factors (gA to <1%?)

• Predict exotic states (glueballs, hybrid mesons)

Experimental program: JLabTheory challenges:

Page 33: Major Issues in Nuclear Physics Aided by Massive Computation

Big Bang:Why is there more matter than anti-matter today?

A key ingredient: violation of baryon number or lepton number symmetryOrigins

Page 34: Major Issues in Nuclear Physics Aided by Massive Computation

Big Bang:Why is there more matter than anti-matter today?

A key ingredient: violation of baryon number or lepton number symmetryOrigins

Neutrino-less double beta decay = lepton violation

• Subject of intense experimental search • Requires calculation of nuclear matrix

element

Experimental program: Majorana, Cuore, EXO, NEMO3...Theory challenges:

Page 35: Major Issues in Nuclear Physics Aided by Massive Computation

Big Bang:Why is there more matter than anti-matter today?

A key ingredient: violation of baryon number or lepton number symmetry

The structure of 76Ge, 150Nd and calculation of relevant matrix element is an Exascale problem

EXASCALE

Origins

Neutrino-less double beta decay = lepton violation

• Subject of intense experimental search • Requires calculation of nuclear matrix

element

Experimental program: Majorana, Cuore, EXO, NEMO3...Theory challenges:

Page 36: Major Issues in Nuclear Physics Aided by Massive Computation

Fusio

n

Page 37: Major Issues in Nuclear Physics Aided by Massive Computation

Extreme computing: the era for understanding and predicting nuclear reaction rates

Solar fusion:Exascale era: solar fusion rates can be obtained directly from QCD

Fusion

Page 38: Major Issues in Nuclear Physics Aided by Massive Computation

Technique: “Lattice QCD”• Quarks & gluons interacting on a

spacetime lattice.

• Highly parallelizable.

Fusion

Page 39: Major Issues in Nuclear Physics Aided by Massive Computation

Technique: “Lattice QCD”• Quarks & gluons interacting on a

spacetime lattice.

• Highly parallelizable.

• High precision nucleon form factors (e.g. gA to <1%?)

• High precision 2-body forces• Calculation of 3- and 4-body forces

directly from QCDeg: energy levels of four neutrons in a box: not accessible experimentally

e-

Fusion

Page 40: Major Issues in Nuclear Physics Aided by Massive Computation

Technique: “Lattice QCD”• Quarks & gluons interacting on a

spacetime lattice.

• Highly parallelizable.

EXASCALE

• High precision nucleon form factors (e.g. gA to <1%?)

• High precision 2-body forces• Calculation of 3- and 4-body forces

directly from QCDeg: energy levels of four neutrons in a box: not accessible experimentally

e-

Fusion

Page 41: Major Issues in Nuclear Physics Aided by Massive Computation

Metals

Page 42: Major Issues in Nuclear Physics Aided by Massive Computation

Metals

Page 43: Major Issues in Nuclear Physics Aided by Massive Computation

3- and 4-nucleon interactions from lattice QCD

Ab initio nuclear structure & reaction calculations

• GFMC• No-core shell model...

The output from one class of extreme computations feeds into the next:

EXASCALE

Metals

Page 44: Major Issues in Nuclear Physics Aided by Massive Computation

Metals

Triple alpha process

Page 45: Major Issues in Nuclear Physics Aided by Massive Computation

O16

Alpha capture on p-shell nuclei

Metals

Triple alpha process

Page 46: Major Issues in Nuclear Physics Aided by Massive Computation

O16

Alpha capture on p-shell nuclei

EXASCALE

Metals

Triple alpha process

Page 47: Major Issues in Nuclear Physics Aided by Massive Computation

Supe

rnova

Page 48: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Cataclysmic events in the heavens

Type I SN: thermonuclear explosion; key distance marker for astronomers

Type II SN: core collapse; origin of heavy elements, neutron stars. Neutrinos play a leading role.

X-ray bursters, colliding neutron stars...

Page 49: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

EXASCALE nuclear astrophysics:

• Realistic 3D simulations of core-collapse SN; expect to uncover robust explosion mechanism

• 3D simulations of Type I SN including turbulence effects

• Pulsar & magnetar simulations

Page 50: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Type II Supernovae are the site for synthesis of heavy elements (“r-process”)

Page 51: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Type II Supernovae are the site for synthesis of heavy elements (“r-process”)

Density functional theory:• Compute shell structure along r-process path• Compute shell structure around 100Sn• Provide microphysical theory of fission

Page 52: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Type II Supernovae are the site for synthesis of heavy elements (“r-process”)

Density functional theory:• Compute shell structure along r-process path• Compute shell structure around 100Sn• Provide microphysical theory of fission

FRIB:• Experimental studies of

neutron-rich isotopes

Page 53: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Type II Supernovae are the site for synthesis of heavy elements (“r-process”)

Supernova simulations:• Predict element

abundances• Predict terrestrial

neutrino flux

Density functional theory:• Compute shell structure along r-process path• Compute shell structure around 100Sn• Provide microphysical theory of fission

FRIB:• Experimental studies of

neutron-rich isotopes

Page 54: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Type II Supernovae are the site for synthesis of heavy elements (“r-process”)

Supernova simulations:• Predict element

abundances• Predict terrestrial

neutrino flux

Density functional theory:• Compute shell structure along r-process path• Compute shell structure around 100Sn• Provide microphysical theory of fission

EXASCALE

FRIB:• Experimental studies of

neutron-rich isotopes

Page 55: Major Issues in Nuclear Physics Aided by Massive Computation

Super-nova

Dynamics from density functional theory:

• Evolution of fissioning nuclei from a microphysical Hamiltonian

• Prediction for distribution of fission products

Page 56: Major Issues in Nuclear Physics Aided by Massive Computation

Collapse

Page 57: Major Issues in Nuclear Physics Aided by Massive Computation

One of the biggest challenges: extended matter at nuclear densities and higher, from QCDCollapse

Page 58: Major Issues in Nuclear Physics Aided by Massive Computation

One of the biggest challenges: extended matter at nuclear densities and higher, from QCDCollapse

Page 59: Major Issues in Nuclear Physics Aided by Massive Computation

One of the biggest challenges: extended matter at nuclear densities and higher, from QCDCollapse

Present approaches: nuclear matter from QCD is an exponentially hard problem...NOT Exascale-ready

EXASCALE

Page 60: Major Issues in Nuclear Physics Aided by Massive Computation

However: an important piece of the problem can be addressed

Exotic phases at high density all involve the strange quark

Collapse

Lattice QCD: precision studies of nucleon-hyperon interactions

Page 61: Major Issues in Nuclear Physics Aided by Massive Computation

However: an important piece of the problem can be addressed

Exotic phases at high density all involve the strange quark

Collapse

Lattice QCD: precision studies of nucleon-hyperon interactions

EXASCALE!

Page 62: Major Issues in Nuclear Physics Aided by Massive Computation

Will we be ready?

What does it take?

Page 63: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

Page 64: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

Page 65: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: lattice studies of cold matter & nuclei with A>5

Page 66: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: lattice studies of cold matter & nuclei with A>5

Page 67: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical point

QCD: lattice studies of cold matter & nuclei with A>5

Page 68: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical pointStructure: time-dependent density functional studies of fission, reactions

QCD: lattice studies of cold matter & nuclei with A>5

Page 69: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical pointStructure: time-dependent density functional studies of fission, reactions

QCD: lattice studies of cold matter & nuclei with A>5

Page 70: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: lattice studies of nucleon properties, nucleon-meson interactions, multi-nucleon states & matrix elements, hot quark-gluon plasma, hadronic excited states, hyperons;

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical pointStructure: time-dependent density functional studies of fission, reactions

QCD: lattice studies of cold matter & nuclei with A>5

Page 71: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: lattice studies of nucleon properties, nucleon-meson interactions, multi-nucleon states & matrix elements, hot quark-gluon plasma, hadronic excited states, hyperons;Astro: Major advances in supernova simulations

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical pointStructure: time-dependent density functional studies of fission, reactions

QCD: lattice studies of cold matter & nuclei with A>5

Page 72: Major Issues in Nuclear Physics Aided by Massive Computation

• Can the physics problem productively consume a PFlops-year today?

• Is significant progress expected from an ExaScale machine?

• Does significant progress require an ExaScale machine?

QCD: lattice studies of nucleon properties, nucleon-meson interactions, multi-nucleon states & matrix elements, hot quark-gluon plasma, hadronic excited states, hyperons;Astro: Major advances in supernova simulationsNuclear structure: Major advances in nuclear structure calculations using GFMC, no-core shell model, DFT

QCD: hydrodynamics of heavy ion collisions; lattice QCD determination of critical pointStructure: time-dependent density functional studies of fission, reactions

QCD: lattice studies of cold matter & nuclei with A>5

Page 73: Major Issues in Nuclear Physics Aided by Massive Computation

What nuclear theory challenges could efficiently use an Exascale computer today?

Page 74: Major Issues in Nuclear Physics Aided by Massive Computation

What nuclear theory challenges could efficiently use an Exascale computer today?

None.

Page 75: Major Issues in Nuclear Physics Aided by Massive Computation

To realize extreme computing in nuclear physics requires minds as well as machines

What nuclear theory challenges could efficiently use an Exascale computer today?

None.

Page 76: Major Issues in Nuclear Physics Aided by Massive Computation

To realize extreme computing in nuclear physics requires minds as well as machines

What nuclear theory challenges could efficiently use an Exascale computer today?

None.

• Theory: effective field theory techniques, algorithm development, new formulations of old problems, improved Hamiltonians...

• Computer science: algorithm development, exploiting multi-core chips, parallel architecture, stability with imperfect hardware...

Page 77: Major Issues in Nuclear Physics Aided by Massive Computation

GETTING READY FOR EXASCALE

Page 78: Major Issues in Nuclear Physics Aided by Massive Computation

• Programs such as SciDAC (DOE) and CDI (NSF) have a big role to play

GETTING READY FOR EXASCALE

Page 79: Major Issues in Nuclear Physics Aided by Massive Computation

• Programs such as SciDAC (DOE) and CDI (NSF) have a big role to play

•Access to time on machines of varying sizes is critical: local TFlops clusters to PFlops national class platforms

GETTING READY FOR EXASCALE

Page 80: Major Issues in Nuclear Physics Aided by Massive Computation

• Programs such as SciDAC (DOE) and CDI (NSF) have a big role to play

•Access to time on machines of varying sizes is critical: local TFlops clusters to PFlops national class platforms

•Topical collaborations (2007 Long Range Plan recommendation) would be invaluable for computational nuclear theory

GETTING READY FOR EXASCALE

Page 81: Major Issues in Nuclear Physics Aided by Massive Computation

Recap

WITH - AND ONLY WITH - EXASCALE:

Page 82: Major Issues in Nuclear Physics Aided by Massive Computation

Recap

WITH - AND ONLY WITH - EXASCALE:

•A unified nuclear theory, from QCD to heavy nuclei

Page 83: Major Issues in Nuclear Physics Aided by Massive Computation

Recap

WITH - AND ONLY WITH - EXASCALE:

•A unified nuclear theory, from QCD to heavy nuclei

•Nucleon and nuclear structure becomes a precision science, complementing major experimental programs (~1% errors)

Page 84: Major Issues in Nuclear Physics Aided by Massive Computation

Recap

WITH - AND ONLY WITH - EXASCALE:

•A unified nuclear theory, from QCD to heavy nuclei

•Nucleon and nuclear structure becomes a precision science, complementing major experimental programs (~1% errors)

•A new era for the simulation & prediction of nuclear dynamics and reactions from fundamental interactions (fission, fusion, stellar explosions, heavy ion collisions..)