| Matrix-less MALDI using
                  Porous Silicon (PS) |  | We are currently exploring chemically
                modified DC etched Porous Silicon (PS) as a matrix-less
                surface for MADLI time-of-flight mass spectrometry.
                Specifically, we are interested in the mechanism in
                which energy is transferred to an analyte from the PS
                surface through the chemical modification - i.e.,
                through a molecular specie bonded to the silicon
                surface. The photos show a 1cm x 1cm silicon wafer that
                has been electrochemically etched to produce PS
                (fluorescing under UV radiation) along with a 10micron x
                10micron AFM image of such an etched surface. | 
          
            | RIMS detection of Metals | For a number of years the group
                has studied Resonance Ionization Mass Spectrometry
                (RIMS) as a ultra-sensitive analysis technique for
                metals of biological and/or environmental interest.
                Students have constructed a linear time-of-flight mass
                spectrometer for these studies and, in addition to
                publishing this work, they have made poster and oral
                presentations of their work at a variety of conferences.
                In most cases the metal is driven to ionization via a
                multiphoton transition via a dye laser. Occasionally the
                spectroscopy facilitates the determination of such
                things as internal (electronic) temperatures for those
                species desorbed from surfaces by an initial laser pulse
                prior to detection. |  | 
          
            | Rugate filter chemical sensors in
                    Porous Silicon (PS) |  | Eletrochemically (AC) etching doped
                  silicon under computer control can produce Rugate
                  filters of Porous Silicon (PS). The peak reflectance
                  wavelength can be tuned throughout the visible and
                  near IR. The area etched is typically 50% porous and
                  adsorption of species within the pores will change the
                  reflectance due to changes in the index of refraction.
                  Chemical modication of the PS can result in specific
                  chemical detection. The angle dependence of the
                  reflectance in these filters is demonstrated in the
                  following movie clip: Angle
                    (MOV)  or Angle
                    (AVI) | 
          
            | Wavelet Analysis of Transient
                  Periodic Behavior | I am also interested in using
                wavelet analysis to discover trends in large data sets
                that are otherwise elusive. The image on the right is a
                wavelet analysis (intensity-color) of inter-heartbeat
                times, i.e., the time elapsed between heartbeats as a
                function of scale of the wavelet (# of heartbeats - y
                axis) and heartbeat # (x -axis). This is my heart data.
                Using such plots, certain heart ailments can be detected
                due to the absence of arches in the scale region of
                about 10-30 (an anticorrelation of interbeat time
                duration). Wavelet analysis has many interesting
                applications - for example, it has also been used to
                study the periodicity of the water temperature
                variations associated with El Niño in the
                Pacific. |  |